Portrait of a futuristic cyberpunk bio-engineer, centered, surrounded by genetic data, in a vibrant bio-lab, swirling DNA strands, 4k, glitch, innovative, digital art style, hyperrealism, meticulous, dark background, emotionally complex, high quality, unforgettable, intricately rendered, by Audrey Kawasaki and Syd Mead.
4147
FLUX
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing light brown growing cell cultures inside. The bioreactor is being operated by a beautiful white woman with tied-back brown hair and green eyes. She is wearing a white lab coat with the word "ERGO" in green on the pocket and safety shoes. Her expression is subtly happy yet focused, and she is looking at the equipment. The scene takes place in a well-equipped, modern laboratory with scientific instruments in the background. The bioreactor and the woman are not centered in the foreground, allowing the lab environment to be visible and balanced in the composition.
030
FLUX
Scientific infographic illustrating an AI-driven closed-loop framework for virtual molecular library construction, showing the adaptive cycle of “Representation – Generation – Prediction – Feedback”. Central theme: artificial intelligence empowering drug discovery and molecular design. The diagram is a circular workflow structure centered on the AI virtual molecular library system. Left module: Representation Learning, visualized with neural network icons, molecular graphs, protein structures, and amino acid sequence symbols, representing molecular and protein feature embeddings. Upper-right module: Molecular Generation, showing diffusion or VAE-like model generating diverse small molecules, arrows indicating exploration of chemical space, novelty, and synthesizability constraints. Lower-right module: Property Prediction, containing ADMET, activity, and selectivity metrics represented by radar charts or data panels, feeding results back to the representation module to close the loop. Bottom section: Evolution from virtual to drug-like molecular libraries, shown as a smooth gradient arrow with multi-objective optimization icons balancing drug-likeness and diversity. Right-side branch: Pretrained models for new target ligand design, divided into three submodules—small molecule pretraining, protein pretraining, and cross-modal pretraining (protein–ligand interaction)—depicting embedding fusion or contrastive learning in shared latent space. No human figures, only abstract scientific symbols and molecular visuals. Style: flat vector scientific infographic, modern and minimalistic, clear logical flow, smooth connections between modules. Color scheme: blue for AI and representation, orange-yellow for generation, green for prediction; background light gray or white. Typography: clean sans-serif labels, concise annotations. High resolution (≥600 dpi), suitable for journal publication, ultra-clear, balanced layout, professional academic tone.
099
Nano Banana
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing growing plant cell cultures inside. The bioreactor is being operated by a white woman with brown hair tied back and brown eyes. She is wearing a white lab coat and safety shoes. Her expression is a mix of happiness and focused concentration. In the background, there is a fully equipped modern laboratory with lab equipment and scientific instruments clearly visible.
037
FLUX
a confident woman scientist with a sophisticated bob cut and bright hazel eyes, wearing a pristine white lab coat, is conducting experiments in a state-of-the-art laboratory, half-body:: portraited, face drawn by the masterful artist Henri Rousseau, detailed, against a futuristic equipment background --ar 2:3 --niji 5 --style expressive --q 2
21729
Midjourney
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing light brown growing cell cultures inside. The bioreactor is being operated by a beautiful white woman with tied-back brown hair and brown eyes. She is wearing a white lab coat and safety shoes, and she is looking at the equipment with a facial expression that combines happiness and focused concentration. In the background, there is a fully equipped modern laboratory with various scientific instruments and lab equipment clearly visible.
050
FLUX
A bioengineered lifeform with organic cybernetic enhancements, resembling both human and machine. Their existence blurs the line between biology and technology, standing against a backdrop of futuristic bio-laboratories, creating a fusion of nature and innovation, bio-tech-themed photography by Genesis BioArt, 2030, bio-lens, bio-laboratory lighting,8K , perfect human face and body
070
Stable Diffusion
A bioengineered lifeform with organic cybernetic enhancements, resembling both human and machine. Their existence blurs the line between biology and technology, standing against a backdrop of futuristic bio-laboratories, creating a fusion of nature and innovation, bio-tech-themed photography by Genesis BioArt, 2030, bio-lens, bio-laboratory lighting,8K , perfect human face and body
088
Stable Diffusion
An ultra-realistic portrayal capturing Bacillus anthracis within the extracellular protein environment, intricately interwoven with the amino acid sequence. This hyper-realistic composition captures the intricate details of Bacillus anthracis thriving within its extracellular protein domain. written around the text: GRIDKNVSPEARHPLVAAYPIVHVDMENIILSKNEDQSTQNTDSETRTISKNTSTSRTHT SEVHGNAEVHASFFDIGGSVSAGFSNSNSSTVAIDHSLSLAGERTWAETMGLNTADTARL NANIRYVNTGTAPIYNVLPTTSLVLGKNQTLATIKAKENQLSQILAPNNYYPSKNLAPIA LNAQDDFSSTPITMNYNQFLELEKTKQLRLDTDQVYGNIATYNFENGRVRVDTGSNWSEV
140
DreamShaper
Scientific infographic illustrating an AI-driven closed-loop framework for virtual molecular library construction, showing the adaptive cycle of “Representation – Generation – Prediction – Feedback”. Central theme: artificial intelligence empowering drug discovery and molecular design. The diagram is a circular workflow structure centered on the AI virtual molecular library system. Left module: Representation Learning, visualized with neural network icons, molecular graphs, protein structures, and amino acid sequence symbols, representing molecular and protein feature embeddings. Upper-right module: Molecular Generation, showing diffusion or VAE-like model generating diverse small molecules, arrows indicating exploration of chemical space, novelty, and synthesizability constraints. Lower-right module: Property Prediction, containing ADMET, activity, and selectivity metrics represented by radar charts or data panels, feeding results back to the representation module to close the loop. Bottom section: Evolution from virtual to drug-like molecular libraries, shown as a smooth gradient arrow with multi-objective optimization icons balancing drug-likeness and diversity. Right-side branch: Pretrained models for new target ligand design, divided into three submodules—small molecule pretraining, protein pretraining, and cross-modal pretraining (protein–ligand interaction)—depicting embedding fusion or contrastive learning in shared latent space. No human figures, only abstract scientific symbols and molecular visuals. Style: flat vector scientific infographic, modern and minimalistic, clear logical flow, smooth connections between modules. Color scheme: blue for AI and representation, orange-yellow for generation, green for prediction; background light gray or white. Typography: clean sans-serif labels, concise annotations. High resolution (≥600 dpi), suitable for journal publication, ultra-clear, balanced layout, professional academic tone.
020
Nano Banana
画面分为三区：左（杀虫剂）、中（杀菌剂）、右（除草剂）； 每区展示1–2个典型分子结构（线型骨架+立体构象简图）： 杀虫剂：吡虫啉（氯代吡啶 + 胍基）→ 作用于昆虫nAChR受体； 杀菌剂：嘧菌酯（甲氧基丙烯酸酯 + 嘧啶环）→ 抑制Cyt bc₁复合物； 除草剂：唑啉草酯（苯并噁唑啉酮 + 三唑环）→ 抑制ACC酶； 背景为农田生态场景：绿色作物、少量害虫/病菌图标（用显微镜放大框展示靶标酶活性位点）； 底部横幅标注：“高效·低残留·精准靶向” + 绿色农药认证标志（如EU Ecolabel）； 风格：科技农业插画风（清新自然色调：叶绿#4CAF50，土壤棕#795548，分子用亮黄#FFEB3B高亮氮环）。
019
Nano Banana
Portrait of a futuristic cyberpunk bio-engineer, centered, surrounded by genetic data, in a vibrant bio-lab, swirling DNA strands, 4k, glitch, innovative, digital art style, hyperrealism, meticulous, dark background, emotionally complex, high quality, unforgettable, intricately rendered, by Audrey Kawasaki and Syd Mead.
4147
FLUX
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing light brown growing cell cultures inside. The bioreactor is being operated by a beautiful white woman with tied-back brown hair and green eyes. She is wearing a white lab coat with the word "ERGO" in green on the pocket and safety shoes. Her expression is subtly happy yet focused, and she is looking at the equipment. The scene takes place in a well-equipped, modern laboratory with scientific instruments in the background. The bioreactor and the woman are not centered in the foreground, allowing the lab environment to be visible and balanced in the composition.
030
FLUX
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing growing plant cell cultures inside. The bioreactor is being operated by a white woman with brown hair tied back and brown eyes. She is wearing a white lab coat and safety shoes. Her expression is a mix of happiness and focused concentration. In the background, there is a fully equipped modern laboratory with lab equipment and scientific instruments clearly visible.
037
FLUX
a confident woman scientist with a sophisticated bob cut and bright hazel eyes, wearing a pristine white lab coat, is conducting experiments in a state-of-the-art laboratory, half-body:: portraited, face drawn by the masterful artist Henri Rousseau, detailed, against a futuristic equipment background --ar 2:3 --niji 5 --style expressive --q 2
21729
Midjourney
A bioengineered lifeform with organic cybernetic enhancements, resembling both human and machine. Their existence blurs the line between biology and technology, standing against a backdrop of futuristic bio-laboratories, creating a fusion of nature and innovation, bio-tech-themed photography by Genesis BioArt, 2030, bio-lens, bio-laboratory lighting,8K , perfect human face and body
070
Stable Diffusion
An ultra-realistic portrayal capturing Bacillus anthracis within the extracellular protein environment, intricately interwoven with the amino acid sequence. This hyper-realistic composition captures the intricate details of Bacillus anthracis thriving within its extracellular protein domain. written around the text: GRIDKNVSPEARHPLVAAYPIVHVDMENIILSKNEDQSTQNTDSETRTISKNTSTSRTHT SEVHGNAEVHASFFDIGGSVSAGFSNSNSSTVAIDHSLSLAGERTWAETMGLNTADTARL NANIRYVNTGTAPIYNVLPTTSLVLGKNQTLATIKAKENQLSQILAPNNYYPSKNLAPIA LNAQDDFSSTPITMNYNQFLELEKTKQLRLDTDQVYGNIATYNFENGRVRVDTGSNWSEV
140
DreamShaper
Scientific infographic illustrating an AI-driven closed-loop framework for virtual molecular library construction, showing the adaptive cycle of “Representation – Generation – Prediction – Feedback”. Central theme: artificial intelligence empowering drug discovery and molecular design. The diagram is a circular workflow structure centered on the AI virtual molecular library system. Left module: Representation Learning, visualized with neural network icons, molecular graphs, protein structures, and amino acid sequence symbols, representing molecular and protein feature embeddings. Upper-right module: Molecular Generation, showing diffusion or VAE-like model generating diverse small molecules, arrows indicating exploration of chemical space, novelty, and synthesizability constraints. Lower-right module: Property Prediction, containing ADMET, activity, and selectivity metrics represented by radar charts or data panels, feeding results back to the representation module to close the loop. Bottom section: Evolution from virtual to drug-like molecular libraries, shown as a smooth gradient arrow with multi-objective optimization icons balancing drug-likeness and diversity. Right-side branch: Pretrained models for new target ligand design, divided into three submodules—small molecule pretraining, protein pretraining, and cross-modal pretraining (protein–ligand interaction)—depicting embedding fusion or contrastive learning in shared latent space. No human figures, only abstract scientific symbols and molecular visuals. Style: flat vector scientific infographic, modern and minimalistic, clear logical flow, smooth connections between modules. Color scheme: blue for AI and representation, orange-yellow for generation, green for prediction; background light gray or white. Typography: clean sans-serif labels, concise annotations. High resolution (≥600 dpi), suitable for journal publication, ultra-clear, balanced layout, professional academic tone.
099
Nano Banana
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing light brown growing cell cultures inside. The bioreactor is being operated by a beautiful white woman with tied-back brown hair and brown eyes. She is wearing a white lab coat and safety shoes, and she is looking at the equipment with a facial expression that combines happiness and focused concentration. In the background, there is a fully equipped modern laboratory with various scientific instruments and lab equipment clearly visible.
050
FLUX
A bioengineered lifeform with organic cybernetic enhancements, resembling both human and machine. Their existence blurs the line between biology and technology, standing against a backdrop of futuristic bio-laboratories, creating a fusion of nature and innovation, bio-tech-themed photography by Genesis BioArt, 2030, bio-lens, bio-laboratory lighting,8K , perfect human face and body
088
Stable Diffusion
Scientific infographic illustrating an AI-driven closed-loop framework for virtual molecular library construction, showing the adaptive cycle of “Representation – Generation – Prediction – Feedback”. Central theme: artificial intelligence empowering drug discovery and molecular design. The diagram is a circular workflow structure centered on the AI virtual molecular library system. Left module: Representation Learning, visualized with neural network icons, molecular graphs, protein structures, and amino acid sequence symbols, representing molecular and protein feature embeddings. Upper-right module: Molecular Generation, showing diffusion or VAE-like model generating diverse small molecules, arrows indicating exploration of chemical space, novelty, and synthesizability constraints. Lower-right module: Property Prediction, containing ADMET, activity, and selectivity metrics represented by radar charts or data panels, feeding results back to the representation module to close the loop. Bottom section: Evolution from virtual to drug-like molecular libraries, shown as a smooth gradient arrow with multi-objective optimization icons balancing drug-likeness and diversity. Right-side branch: Pretrained models for new target ligand design, divided into three submodules—small molecule pretraining, protein pretraining, and cross-modal pretraining (protein–ligand interaction)—depicting embedding fusion or contrastive learning in shared latent space. No human figures, only abstract scientific symbols and molecular visuals. Style: flat vector scientific infographic, modern and minimalistic, clear logical flow, smooth connections between modules. Color scheme: blue for AI and representation, orange-yellow for generation, green for prediction; background light gray or white. Typography: clean sans-serif labels, concise annotations. High resolution (≥600 dpi), suitable for journal publication, ultra-clear, balanced layout, professional academic tone.
020
Nano Banana
画面分为三区：左（杀虫剂）、中（杀菌剂）、右（除草剂）； 每区展示1–2个典型分子结构（线型骨架+立体构象简图）： 杀虫剂：吡虫啉（氯代吡啶 + 胍基）→ 作用于昆虫nAChR受体； 杀菌剂：嘧菌酯（甲氧基丙烯酸酯 + 嘧啶环）→ 抑制Cyt bc₁复合物； 除草剂：唑啉草酯（苯并噁唑啉酮 + 三唑环）→ 抑制ACC酶； 背景为农田生态场景：绿色作物、少量害虫/病菌图标（用显微镜放大框展示靶标酶活性位点）； 底部横幅标注：“高效·低残留·精准靶向” + 绿色农药认证标志（如EU Ecolabel）； 风格：科技农业插画风（清新自然色调：叶绿#4CAF50，土壤棕#795548，分子用亮黄#FFEB3B高亮氮环）。
019
Nano Banana
Portrait of a futuristic cyberpunk bio-engineer, centered, surrounded by genetic data, in a vibrant bio-lab, swirling DNA strands, 4k, glitch, innovative, digital art style, hyperrealism, meticulous, dark background, emotionally complex, high quality, unforgettable, intricately rendered, by Audrey Kawasaki and Syd Mead.
4147
FLUX
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing growing plant cell cultures inside. The bioreactor is being operated by a white woman with brown hair tied back and brown eyes. She is wearing a white lab coat and safety shoes. Her expression is a mix of happiness and focused concentration. In the background, there is a fully equipped modern laboratory with lab equipment and scientific instruments clearly visible.
037
FLUX
a confident woman scientist with a sophisticated bob cut and bright hazel eyes, wearing a pristine white lab coat, is conducting experiments in a state-of-the-art laboratory, half-body:: portraited, face drawn by the masterful artist Henri Rousseau, detailed, against a futuristic equipment background --ar 2:3 --niji 5 --style expressive --q 2
21729
Midjourney
A bioengineered lifeform with organic cybernetic enhancements, resembling both human and machine. Their existence blurs the line between biology and technology, standing against a backdrop of futuristic bio-laboratories, creating a fusion of nature and innovation, bio-tech-themed photography by Genesis BioArt, 2030, bio-lens, bio-laboratory lighting,8K , perfect human face and body
070
Stable Diffusion
Scientific infographic illustrating an AI-driven closed-loop framework for virtual molecular library construction, showing the adaptive cycle of “Representation – Generation – Prediction – Feedback”. Central theme: artificial intelligence empowering drug discovery and molecular design. The diagram is a circular workflow structure centered on the AI virtual molecular library system. Left module: Representation Learning, visualized with neural network icons, molecular graphs, protein structures, and amino acid sequence symbols, representing molecular and protein feature embeddings. Upper-right module: Molecular Generation, showing diffusion or VAE-like model generating diverse small molecules, arrows indicating exploration of chemical space, novelty, and synthesizability constraints. Lower-right module: Property Prediction, containing ADMET, activity, and selectivity metrics represented by radar charts or data panels, feeding results back to the representation module to close the loop. Bottom section: Evolution from virtual to drug-like molecular libraries, shown as a smooth gradient arrow with multi-objective optimization icons balancing drug-likeness and diversity. Right-side branch: Pretrained models for new target ligand design, divided into three submodules—small molecule pretraining, protein pretraining, and cross-modal pretraining (protein–ligand interaction)—depicting embedding fusion or contrastive learning in shared latent space. No human figures, only abstract scientific symbols and molecular visuals. Style: flat vector scientific infographic, modern and minimalistic, clear logical flow, smooth connections between modules. Color scheme: blue for AI and representation, orange-yellow for generation, green for prediction; background light gray or white. Typography: clean sans-serif labels, concise annotations. High resolution (≥600 dpi), suitable for journal publication, ultra-clear, balanced layout, professional academic tone.
020
Nano Banana
画面分为三区：左（杀虫剂）、中（杀菌剂）、右（除草剂）； 每区展示1–2个典型分子结构（线型骨架+立体构象简图）： 杀虫剂：吡虫啉（氯代吡啶 + 胍基）→ 作用于昆虫nAChR受体； 杀菌剂：嘧菌酯（甲氧基丙烯酸酯 + 嘧啶环）→ 抑制Cyt bc₁复合物； 除草剂：唑啉草酯（苯并噁唑啉酮 + 三唑环）→ 抑制ACC酶； 背景为农田生态场景：绿色作物、少量害虫/病菌图标（用显微镜放大框展示靶标酶活性位点）； 底部横幅标注：“高效·低残留·精准靶向” + 绿色农药认证标志（如EU Ecolabel）； 风格：科技农业插画风（清新自然色调：叶绿#4CAF50，土壤棕#795548，分子用亮黄#FFEB3B高亮氮环）。
019
Nano Banana
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing light brown growing cell cultures inside. The bioreactor is being operated by a beautiful white woman with tied-back brown hair and brown eyes. She is wearing a white lab coat and safety shoes, and she is looking at the equipment with a facial expression that combines happiness and focused concentration. In the background, there is a fully equipped modern laboratory with various scientific instruments and lab equipment clearly visible.
050
FLUX
An ultra-realistic portrayal capturing Bacillus anthracis within the extracellular protein environment, intricately interwoven with the amino acid sequence. This hyper-realistic composition captures the intricate details of Bacillus anthracis thriving within its extracellular protein domain. written around the text: GRIDKNVSPEARHPLVAAYPIVHVDMENIILSKNEDQSTQNTDSETRTISKNTSTSRTHT SEVHGNAEVHASFFDIGGSVSAGFSNSNSSTVAIDHSLSLAGERTWAETMGLNTADTARL NANIRYVNTGTAPIYNVLPTTSLVLGKNQTLATIKAKENQLSQILAPNNYYPSKNLAPIA LNAQDDFSSTPITMNYNQFLELEKTKQLRLDTDQVYGNIATYNFENGRVRVDTGSNWSEV
140
DreamShaper
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing light brown growing cell cultures inside. The bioreactor is being operated by a beautiful white woman with tied-back brown hair and green eyes. She is wearing a white lab coat with the word "ERGO" in green on the pocket and safety shoes. Her expression is subtly happy yet focused, and she is looking at the equipment. The scene takes place in a well-equipped, modern laboratory with scientific instruments in the background. The bioreactor and the woman are not centered in the foreground, allowing the lab environment to be visible and balanced in the composition.
030
FLUX
Scientific infographic illustrating an AI-driven closed-loop framework for virtual molecular library construction, showing the adaptive cycle of “Representation – Generation – Prediction – Feedback”. Central theme: artificial intelligence empowering drug discovery and molecular design. The diagram is a circular workflow structure centered on the AI virtual molecular library system. Left module: Representation Learning, visualized with neural network icons, molecular graphs, protein structures, and amino acid sequence symbols, representing molecular and protein feature embeddings. Upper-right module: Molecular Generation, showing diffusion or VAE-like model generating diverse small molecules, arrows indicating exploration of chemical space, novelty, and synthesizability constraints. Lower-right module: Property Prediction, containing ADMET, activity, and selectivity metrics represented by radar charts or data panels, feeding results back to the representation module to close the loop. Bottom section: Evolution from virtual to drug-like molecular libraries, shown as a smooth gradient arrow with multi-objective optimization icons balancing drug-likeness and diversity. Right-side branch: Pretrained models for new target ligand design, divided into three submodules—small molecule pretraining, protein pretraining, and cross-modal pretraining (protein–ligand interaction)—depicting embedding fusion or contrastive learning in shared latent space. No human figures, only abstract scientific symbols and molecular visuals. Style: flat vector scientific infographic, modern and minimalistic, clear logical flow, smooth connections between modules. Color scheme: blue for AI and representation, orange-yellow for generation, green for prediction; background light gray or white. Typography: clean sans-serif labels, concise annotations. High resolution (≥600 dpi), suitable for journal publication, ultra-clear, balanced layout, professional academic tone.
099
Nano Banana
A bioengineered lifeform with organic cybernetic enhancements, resembling both human and machine. Their existence blurs the line between biology and technology, standing against a backdrop of futuristic bio-laboratories, creating a fusion of nature and innovation, bio-tech-themed photography by Genesis BioArt, 2030, bio-lens, bio-laboratory lighting,8K , perfect human face and body
088
Stable Diffusion
Portrait of a futuristic cyberpunk bio-engineer, centered, surrounded by genetic data, in a vibrant bio-lab, swirling DNA strands, 4k, glitch, innovative, digital art style, hyperrealism, meticulous, dark background, emotionally complex, high quality, unforgettable, intricately rendered, by Audrey Kawasaki and Syd Mead.
4147
FLUX
A bioengineered lifeform with organic cybernetic enhancements, resembling both human and machine. Their existence blurs the line between biology and technology, standing against a backdrop of futuristic bio-laboratories, creating a fusion of nature and innovation, bio-tech-themed photography by Genesis BioArt, 2030, bio-lens, bio-laboratory lighting,8K , perfect human face and body
070
Stable Diffusion
A bioengineered lifeform with organic cybernetic enhancements, resembling both human and machine. Their existence blurs the line between biology and technology, standing against a backdrop of futuristic bio-laboratories, creating a fusion of nature and innovation, bio-tech-themed photography by Genesis BioArt, 2030, bio-lens, bio-laboratory lighting,8K , perfect human face and body
088
Stable Diffusion
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing light brown growing cell cultures inside. The bioreactor is being operated by a beautiful white woman with tied-back brown hair and green eyes. She is wearing a white lab coat with the word "ERGO" in green on the pocket and safety shoes. Her expression is subtly happy yet focused, and she is looking at the equipment. The scene takes place in a well-equipped, modern laboratory with scientific instruments in the background. The bioreactor and the woman are not centered in the foreground, allowing the lab environment to be visible and balanced in the composition.
030
FLUX
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing growing plant cell cultures inside. The bioreactor is being operated by a white woman with brown hair tied back and brown eyes. She is wearing a white lab coat and safety shoes. Her expression is a mix of happiness and focused concentration. In the background, there is a fully equipped modern laboratory with lab equipment and scientific instruments clearly visible.
037
FLUX
a confident woman scientist with a sophisticated bob cut and bright hazel eyes, wearing a pristine white lab coat, is conducting experiments in a state-of-the-art laboratory, half-body:: portraited, face drawn by the masterful artist Henri Rousseau, detailed, against a futuristic equipment background --ar 2:3 --niji 5 --style expressive --q 2
21729
Midjourney
An ultra-realistic portrayal capturing Bacillus anthracis within the extracellular protein environment, intricately interwoven with the amino acid sequence. This hyper-realistic composition captures the intricate details of Bacillus anthracis thriving within its extracellular protein domain. written around the text: GRIDKNVSPEARHPLVAAYPIVHVDMENIILSKNEDQSTQNTDSETRTISKNTSTSRTHT SEVHGNAEVHASFFDIGGSVSAGFSNSNSSTVAIDHSLSLAGERTWAETMGLNTADTARL NANIRYVNTGTAPIYNVLPTTSLVLGKNQTLATIKAKENQLSQILAPNNYYPSKNLAPIA LNAQDDFSSTPITMNYNQFLELEKTKQLRLDTDQVYGNIATYNFENGRVRVDTGSNWSEV
140
DreamShaper
画面分为三区：左（杀虫剂）、中（杀菌剂）、右（除草剂）； 每区展示1–2个典型分子结构（线型骨架+立体构象简图）： 杀虫剂：吡虫啉（氯代吡啶 + 胍基）→ 作用于昆虫nAChR受体； 杀菌剂：嘧菌酯（甲氧基丙烯酸酯 + 嘧啶环）→ 抑制Cyt bc₁复合物； 除草剂：唑啉草酯（苯并噁唑啉酮 + 三唑环）→ 抑制ACC酶； 背景为农田生态场景：绿色作物、少量害虫/病菌图标（用显微镜放大框展示靶标酶活性位点）； 底部横幅标注：“高效·低残留·精准靶向” + 绿色农药认证标志（如EU Ecolabel）； 风格：科技农业插画风（清新自然色调：叶绿#4CAF50，土壤棕#795548，分子用亮黄#FFEB3B高亮氮环）。
019
Nano Banana
Scientific infographic illustrating an AI-driven closed-loop framework for virtual molecular library construction, showing the adaptive cycle of “Representation – Generation – Prediction – Feedback”. Central theme: artificial intelligence empowering drug discovery and molecular design. The diagram is a circular workflow structure centered on the AI virtual molecular library system. Left module: Representation Learning, visualized with neural network icons, molecular graphs, protein structures, and amino acid sequence symbols, representing molecular and protein feature embeddings. Upper-right module: Molecular Generation, showing diffusion or VAE-like model generating diverse small molecules, arrows indicating exploration of chemical space, novelty, and synthesizability constraints. Lower-right module: Property Prediction, containing ADMET, activity, and selectivity metrics represented by radar charts or data panels, feeding results back to the representation module to close the loop. Bottom section: Evolution from virtual to drug-like molecular libraries, shown as a smooth gradient arrow with multi-objective optimization icons balancing drug-likeness and diversity. Right-side branch: Pretrained models for new target ligand design, divided into three submodules—small molecule pretraining, protein pretraining, and cross-modal pretraining (protein–ligand interaction)—depicting embedding fusion or contrastive learning in shared latent space. No human figures, only abstract scientific symbols and molecular visuals. Style: flat vector scientific infographic, modern and minimalistic, clear logical flow, smooth connections between modules. Color scheme: blue for AI and representation, orange-yellow for generation, green for prediction; background light gray or white. Typography: clean sans-serif labels, concise annotations. High resolution (≥600 dpi), suitable for journal publication, ultra-clear, balanced layout, professional academic tone.
099
Nano Banana
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing light brown growing cell cultures inside. The bioreactor is being operated by a beautiful white woman with tied-back brown hair and brown eyes. She is wearing a white lab coat and safety shoes, and she is looking at the equipment with a facial expression that combines happiness and focused concentration. In the background, there is a fully equipped modern laboratory with various scientific instruments and lab equipment clearly visible.
050
FLUX
Scientific infographic illustrating an AI-driven closed-loop framework for virtual molecular library construction, showing the adaptive cycle of “Representation – Generation – Prediction – Feedback”. Central theme: artificial intelligence empowering drug discovery and molecular design. The diagram is a circular workflow structure centered on the AI virtual molecular library system. Left module: Representation Learning, visualized with neural network icons, molecular graphs, protein structures, and amino acid sequence symbols, representing molecular and protein feature embeddings. Upper-right module: Molecular Generation, showing diffusion or VAE-like model generating diverse small molecules, arrows indicating exploration of chemical space, novelty, and synthesizability constraints. Lower-right module: Property Prediction, containing ADMET, activity, and selectivity metrics represented by radar charts or data panels, feeding results back to the representation module to close the loop. Bottom section: Evolution from virtual to drug-like molecular libraries, shown as a smooth gradient arrow with multi-objective optimization icons balancing drug-likeness and diversity. Right-side branch: Pretrained models for new target ligand design, divided into three submodules—small molecule pretraining, protein pretraining, and cross-modal pretraining (protein–ligand interaction)—depicting embedding fusion or contrastive learning in shared latent space. No human figures, only abstract scientific symbols and molecular visuals. Style: flat vector scientific infographic, modern and minimalistic, clear logical flow, smooth connections between modules. Color scheme: blue for AI and representation, orange-yellow for generation, green for prediction; background light gray or white. Typography: clean sans-serif labels, concise annotations. High resolution (≥600 dpi), suitable for journal publication, ultra-clear, balanced layout, professional academic tone.
020
Nano Banana
Portrait of a futuristic cyberpunk bio-engineer, centered, surrounded by genetic data, in a vibrant bio-lab, swirling DNA strands, 4k, glitch, innovative, digital art style, hyperrealism, meticulous, dark background, emotionally complex, high quality, unforgettable, intricately rendered, by Audrey Kawasaki and Syd Mead.
4147
FLUX
a confident woman scientist with a sophisticated bob cut and bright hazel eyes, wearing a pristine white lab coat, is conducting experiments in a state-of-the-art laboratory, half-body:: portraited, face drawn by the masterful artist Henri Rousseau, detailed, against a futuristic equipment background --ar 2:3 --niji 5 --style expressive --q 2
21729
Midjourney
An ultra-realistic portrayal capturing Bacillus anthracis within the extracellular protein environment, intricately interwoven with the amino acid sequence. This hyper-realistic composition captures the intricate details of Bacillus anthracis thriving within its extracellular protein domain. written around the text: GRIDKNVSPEARHPLVAAYPIVHVDMENIILSKNEDQSTQNTDSETRTISKNTSTSRTHT SEVHGNAEVHASFFDIGGSVSAGFSNSNSSTVAIDHSLSLAGERTWAETMGLNTADTARL NANIRYVNTGTAPIYNVLPTTSLVLGKNQTLATIKAKENQLSQILAPNNYYPSKNLAPIA LNAQDDFSSTPITMNYNQFLELEKTKQLRLDTDQVYGNIATYNFENGRVRVDTGSNWSEV
140
DreamShaper
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing light brown growing cell cultures inside. The bioreactor is being operated by a beautiful white woman with tied-back brown hair and brown eyes. She is wearing a white lab coat and safety shoes, and she is looking at the equipment with a facial expression that combines happiness and focused concentration. In the background, there is a fully equipped modern laboratory with various scientific instruments and lab equipment clearly visible.
050
FLUX
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing light brown growing cell cultures inside. The bioreactor is being operated by a beautiful white woman with tied-back brown hair and green eyes. She is wearing a white lab coat with the word "ERGO" in green on the pocket and safety shoes. Her expression is subtly happy yet focused, and she is looking at the equipment. The scene takes place in a well-equipped, modern laboratory with scientific instruments in the background. The bioreactor and the woman are not centered in the foreground, allowing the lab environment to be visible and balanced in the composition.
030
FLUX
A bioengineered lifeform with organic cybernetic enhancements, resembling both human and machine. Their existence blurs the line between biology and technology, standing against a backdrop of futuristic bio-laboratories, creating a fusion of nature and innovation, bio-tech-themed photography by Genesis BioArt, 2030, bio-lens, bio-laboratory lighting,8K , perfect human face and body
070
Stable Diffusion
Scientific infographic illustrating an AI-driven closed-loop framework for virtual molecular library construction, showing the adaptive cycle of “Representation – Generation – Prediction – Feedback”. Central theme: artificial intelligence empowering drug discovery and molecular design. The diagram is a circular workflow structure centered on the AI virtual molecular library system. Left module: Representation Learning, visualized with neural network icons, molecular graphs, protein structures, and amino acid sequence symbols, representing molecular and protein feature embeddings. Upper-right module: Molecular Generation, showing diffusion or VAE-like model generating diverse small molecules, arrows indicating exploration of chemical space, novelty, and synthesizability constraints. Lower-right module: Property Prediction, containing ADMET, activity, and selectivity metrics represented by radar charts or data panels, feeding results back to the representation module to close the loop. Bottom section: Evolution from virtual to drug-like molecular libraries, shown as a smooth gradient arrow with multi-objective optimization icons balancing drug-likeness and diversity. Right-side branch: Pretrained models for new target ligand design, divided into three submodules—small molecule pretraining, protein pretraining, and cross-modal pretraining (protein–ligand interaction)—depicting embedding fusion or contrastive learning in shared latent space. No human figures, only abstract scientific symbols and molecular visuals. Style: flat vector scientific infographic, modern and minimalistic, clear logical flow, smooth connections between modules. Color scheme: blue for AI and representation, orange-yellow for generation, green for prediction; background light gray or white. Typography: clean sans-serif labels, concise annotations. High resolution (≥600 dpi), suitable for journal publication, ultra-clear, balanced layout, professional academic tone.
099
Nano Banana
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing growing plant cell cultures inside. The bioreactor is being operated by a white woman with brown hair tied back and brown eyes. She is wearing a white lab coat and safety shoes. Her expression is a mix of happiness and focused concentration. In the background, there is a fully equipped modern laboratory with lab equipment and scientific instruments clearly visible.
037
FLUX
Scientific infographic illustrating an AI-driven closed-loop framework for virtual molecular library construction, showing the adaptive cycle of “Representation – Generation – Prediction – Feedback”. Central theme: artificial intelligence empowering drug discovery and molecular design. The diagram is a circular workflow structure centered on the AI virtual molecular library system. Left module: Representation Learning, visualized with neural network icons, molecular graphs, protein structures, and amino acid sequence symbols, representing molecular and protein feature embeddings. Upper-right module: Molecular Generation, showing diffusion or VAE-like model generating diverse small molecules, arrows indicating exploration of chemical space, novelty, and synthesizability constraints. Lower-right module: Property Prediction, containing ADMET, activity, and selectivity metrics represented by radar charts or data panels, feeding results back to the representation module to close the loop. Bottom section: Evolution from virtual to drug-like molecular libraries, shown as a smooth gradient arrow with multi-objective optimization icons balancing drug-likeness and diversity. Right-side branch: Pretrained models for new target ligand design, divided into three submodules—small molecule pretraining, protein pretraining, and cross-modal pretraining (protein–ligand interaction)—depicting embedding fusion or contrastive learning in shared latent space. No human figures, only abstract scientific symbols and molecular visuals. Style: flat vector scientific infographic, modern and minimalistic, clear logical flow, smooth connections between modules. Color scheme: blue for AI and representation, orange-yellow for generation, green for prediction; background light gray or white. Typography: clean sans-serif labels, concise annotations. High resolution (≥600 dpi), suitable for journal publication, ultra-clear, balanced layout, professional academic tone.
020
Nano Banana
A bioengineered lifeform with organic cybernetic enhancements, resembling both human and machine. Their existence blurs the line between biology and technology, standing against a backdrop of futuristic bio-laboratories, creating a fusion of nature and innovation, bio-tech-themed photography by Genesis BioArt, 2030, bio-lens, bio-laboratory lighting,8K , perfect human face and body
088
Stable Diffusion
画面分为三区：左（杀虫剂）、中（杀菌剂）、右（除草剂）； 每区展示1–2个典型分子结构（线型骨架+立体构象简图）： 杀虫剂：吡虫啉（氯代吡啶 + 胍基）→ 作用于昆虫nAChR受体； 杀菌剂：嘧菌酯（甲氧基丙烯酸酯 + 嘧啶环）→ 抑制Cyt bc₁复合物； 除草剂：唑啉草酯（苯并噁唑啉酮 + 三唑环）→ 抑制ACC酶； 背景为农田生态场景：绿色作物、少量害虫/病菌图标（用显微镜放大框展示靶标酶活性位点）； 底部横幅标注：“高效·低残留·精准靶向” + 绿色农药认证标志（如EU Ecolabel）； 风格：科技农业插画风（清新自然色调：叶绿#4CAF50，土壤棕#795548，分子用亮黄#FFEB3B高亮氮环）。
019
Nano Banana
Portrait of a futuristic cyberpunk bio-engineer, centered, surrounded by genetic data, in a vibrant bio-lab, swirling DNA strands, 4k, glitch, innovative, digital art style, hyperrealism, meticulous, dark background, emotionally complex, high quality, unforgettable, intricately rendered, by Audrey Kawasaki and Syd Mead.
4147
FLUX
An ultra-realistic portrayal capturing Bacillus anthracis within the extracellular protein environment, intricately interwoven with the amino acid sequence. This hyper-realistic composition captures the intricate details of Bacillus anthracis thriving within its extracellular protein domain. written around the text: GRIDKNVSPEARHPLVAAYPIVHVDMENIILSKNEDQSTQNTDSETRTISKNTSTSRTHT SEVHGNAEVHASFFDIGGSVSAGFSNSNSSTVAIDHSLSLAGERTWAETMGLNTADTARL NANIRYVNTGTAPIYNVLPTTSLVLGKNQTLATIKAKENQLSQILAPNNYYPSKNLAPIA LNAQDDFSSTPITMNYNQFLELEKTKQLRLDTDQVYGNIATYNFENGRVRVDTGSNWSEV
140
DreamShaper
Scientific infographic illustrating an AI-driven closed-loop framework for virtual molecular library construction, showing the adaptive cycle of “Representation – Generation – Prediction – Feedback”. Central theme: artificial intelligence empowering drug discovery and molecular design. The diagram is a circular workflow structure centered on the AI virtual molecular library system. Left module: Representation Learning, visualized with neural network icons, molecular graphs, protein structures, and amino acid sequence symbols, representing molecular and protein feature embeddings. Upper-right module: Molecular Generation, showing diffusion or VAE-like model generating diverse small molecules, arrows indicating exploration of chemical space, novelty, and synthesizability constraints. Lower-right module: Property Prediction, containing ADMET, activity, and selectivity metrics represented by radar charts or data panels, feeding results back to the representation module to close the loop. Bottom section: Evolution from virtual to drug-like molecular libraries, shown as a smooth gradient arrow with multi-objective optimization icons balancing drug-likeness and diversity. Right-side branch: Pretrained models for new target ligand design, divided into three submodules—small molecule pretraining, protein pretraining, and cross-modal pretraining (protein–ligand interaction)—depicting embedding fusion or contrastive learning in shared latent space. No human figures, only abstract scientific symbols and molecular visuals. Style: flat vector scientific infographic, modern and minimalistic, clear logical flow, smooth connections between modules. Color scheme: blue for AI and representation, orange-yellow for generation, green for prediction; background light gray or white. Typography: clean sans-serif labels, concise annotations. High resolution (≥600 dpi), suitable for journal publication, ultra-clear, balanced layout, professional academic tone.
020
Nano Banana
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing light brown growing cell cultures inside. The bioreactor is being operated by a beautiful white woman with tied-back brown hair and green eyes. She is wearing a white lab coat with the word "ERGO" in green on the pocket and safety shoes. Her expression is subtly happy yet focused, and she is looking at the equipment. The scene takes place in a well-equipped, modern laboratory with scientific instruments in the background. The bioreactor and the woman are not centered in the foreground, allowing the lab environment to be visible and balanced in the composition.
030
FLUX
Scientific infographic illustrating an AI-driven closed-loop framework for virtual molecular library construction, showing the adaptive cycle of “Representation – Generation – Prediction – Feedback”. Central theme: artificial intelligence empowering drug discovery and molecular design. The diagram is a circular workflow structure centered on the AI virtual molecular library system. Left module: Representation Learning, visualized with neural network icons, molecular graphs, protein structures, and amino acid sequence symbols, representing molecular and protein feature embeddings. Upper-right module: Molecular Generation, showing diffusion or VAE-like model generating diverse small molecules, arrows indicating exploration of chemical space, novelty, and synthesizability constraints. Lower-right module: Property Prediction, containing ADMET, activity, and selectivity metrics represented by radar charts or data panels, feeding results back to the representation module to close the loop. Bottom section: Evolution from virtual to drug-like molecular libraries, shown as a smooth gradient arrow with multi-objective optimization icons balancing drug-likeness and diversity. Right-side branch: Pretrained models for new target ligand design, divided into three submodules—small molecule pretraining, protein pretraining, and cross-modal pretraining (protein–ligand interaction)—depicting embedding fusion or contrastive learning in shared latent space. No human figures, only abstract scientific symbols and molecular visuals. Style: flat vector scientific infographic, modern and minimalistic, clear logical flow, smooth connections between modules. Color scheme: blue for AI and representation, orange-yellow for generation, green for prediction; background light gray or white. Typography: clean sans-serif labels, concise annotations. High resolution (≥600 dpi), suitable for journal publication, ultra-clear, balanced layout, professional academic tone.
099
Nano Banana
A bioengineered lifeform with organic cybernetic enhancements, resembling both human and machine. Their existence blurs the line between biology and technology, standing against a backdrop of futuristic bio-laboratories, creating a fusion of nature and innovation, bio-tech-themed photography by Genesis BioArt, 2030, bio-lens, bio-laboratory lighting,8K , perfect human face and body
088
Stable Diffusion
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing light brown growing cell cultures inside. The bioreactor is being operated by a beautiful white woman with tied-back brown hair and brown eyes. She is wearing a white lab coat and safety shoes, and she is looking at the equipment with a facial expression that combines happiness and focused concentration. In the background, there is a fully equipped modern laboratory with various scientific instruments and lab equipment clearly visible.
050
FLUX
A realistic image of a pilot-scale stainless steel bioreactor in operation, containing growing plant cell cultures inside. The bioreactor is being operated by a white woman with brown hair tied back and brown eyes. She is wearing a white lab coat and safety shoes. Her expression is a mix of happiness and focused concentration. In the background, there is a fully equipped modern laboratory with lab equipment and scientific instruments clearly visible.
037
FLUX
a confident woman scientist with a sophisticated bob cut and bright hazel eyes, wearing a pristine white lab coat, is conducting experiments in a state-of-the-art laboratory, half-body:: portraited, face drawn by the masterful artist Henri Rousseau, detailed, against a futuristic equipment background --ar 2:3 --niji 5 --style expressive --q 2
21729
Midjourney
A bioengineered lifeform with organic cybernetic enhancements, resembling both human and machine. Their existence blurs the line between biology and technology, standing against a backdrop of futuristic bio-laboratories, creating a fusion of nature and innovation, bio-tech-themed photography by Genesis BioArt, 2030, bio-lens, bio-laboratory lighting,8K , perfect human face and body
070
Stable Diffusion
画面分为三区：左（杀虫剂）、中（杀菌剂）、右（除草剂）； 每区展示1–2个典型分子结构（线型骨架+立体构象简图）： 杀虫剂：吡虫啉（氯代吡啶 + 胍基）→ 作用于昆虫nAChR受体； 杀菌剂：嘧菌酯（甲氧基丙烯酸酯 + 嘧啶环）→ 抑制Cyt bc₁复合物； 除草剂：唑啉草酯（苯并噁唑啉酮 + 三唑环）→ 抑制ACC酶； 背景为农田生态场景：绿色作物、少量害虫/病菌图标（用显微镜放大框展示靶标酶活性位点）； 底部横幅标注：“高效·低残留·精准靶向” + 绿色农药认证标志（如EU Ecolabel）； 风格：科技农业插画风（清新自然色调：叶绿#4CAF50，土壤棕#795548，分子用亮黄#FFEB3B高亮氮环）。
019
Nano Banana