CycleChemist: A Dual-Pronged Machine Learning Framework for Organic Photovoltaic Discovery
Fuente:
arXiv
Saved in:
| Main Authors: | Lam, Hou Hei, Qiu, Jiangjie, Hu, Xiuyuan, Li, Wentao, Zeng, Fankun, Fu, Siwei, Zhang, Hao, Wang, Xiaonan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Accelerating High-Efficiency Organic Photovoltaic Discovery via Pretrained Graph Neural Networks and Generative Reinforcement Learning
by: Qiu, Jiangjie, et al.
Published: (2025)
by: Qiu, Jiangjie, et al.
Published: (2025)
MatWheel: Addressing Data Scarcity in Materials Science Through Synthetic Data
by: Li, Wentao, et al.
Published: (2025)
by: Li, Wentao, et al.
Published: (2025)
DriftingMol: Decoder-Coupled Drift for One-Pass Property-Conditional Molecular Generation
by: Qiu, Jiangjie, et al.
Published: (2026)
by: Qiu, Jiangjie, et al.
Published: (2026)
AdsorbFlow: energy-conditioned flow matching enables fast and realistic adsorbate placement
by: Qiu, Jiangjie, et al.
Published: (2026)
by: Qiu, Jiangjie, et al.
Published: (2026)
3DMolFormer: A Dual-channel Framework for Structure-based Drug Discovery
by: Hu, Xiuyuan, et al.
Published: (2025)
by: Hu, Xiuyuan, et al.
Published: (2025)
Toward Autonomous Computational Catalysis Research via Agentic Systems
by: Chen, Honghao, et al.
Published: (2026)
by: Chen, Honghao, et al.
Published: (2026)
Dual‐Fibril Network Engineering for Scalable and Sustainable Organic Photovoltaics
by: Chenzhuo Zhang, et al.
Published: (2025)
by: Chenzhuo Zhang, et al.
Published: (2025)
Chem-R: Learning to Reason as a Chemist
by: Wang, Weida, et al.
Published: (2025)
by: Wang, Weida, et al.
Published: (2025)
Inverse Design of Metal‐Organic Frameworks for CH 4 /N 2 Separation Enabled by Coupled Machine Learning and Genetic Algorithms
by: Wenxuan Li, et al.
Published: (2025)
by: Wenxuan Li, et al.
Published: (2025)
Rational Design of Functional Additives for Synergistic Photovoltaic and Mechanical Enhancement in Organic Photovoltaic Cells
by: Jingshu Ma, et al.
Published: (2026)
by: Jingshu Ma, et al.
Published: (2026)
ML-MaxProp: Bridging Machine Learning and Delay-Tolerant Routing for Resilient Post-Disaster Communication
by: Xiuyuan, Tao, et al.
Published: (2025)
by: Xiuyuan, Tao, et al.
Published: (2025)
LacMaterial: Large Language Models as Analogical Chemists for Materials Discovery
by: Guo, Hongyu
Published: (2025)
by: Guo, Hongyu
Published: (2025)
Agent Instructs Large Language Models to be General Zero-Shot Reasoners
by: Crispino, Nicholas, et al.
Published: (2023)
by: Crispino, Nicholas, et al.
Published: (2023)
ValuePilot: A Two-Phase Framework for Value-Driven Decision-Making
by: Luo, Yitong, et al.
Published: (2025)
by: Luo, Yitong, et al.
Published: (2025)
Machine‐Learning‐Based Design of Organic Chromophores with Improved Photovoltaic Efficiency
by: Hussein A.K. Kyhoiesh, et al.
Published: (2025)
by: Hussein A.K. Kyhoiesh, et al.
Published: (2025)
De novo Drug Design using Reinforcement Learning with Multiple GPT Agents
by: Hu, Xiuyuan, et al.
Published: (2023)
by: Hu, Xiuyuan, et al.
Published: (2023)
Anti‐Fatigue Tandem Organic Photovoltaics for Indoor Illumination
by: Hao Li, et al.
Published: (2024)
by: Hao Li, et al.
Published: (2024)
Interaction induced splitting of Dirac monopoles in the topological Thouless pumping of strongly interacting Bosons and SU($N$) Fermions
by: Lam, Hei, et al.
Published: (2024)
by: Lam, Hei, et al.
Published: (2024)
When Will Gradient Regularization Be Harmful?
by: Zhao, Yang, et al.
Published: (2024)
by: Zhao, Yang, et al.
Published: (2024)
Jamming Giant Molecules at Interface in Organic Photovoltaics to Improve Performance and Stability
by: Ming Zhang, et al.
Published: (2024)
by: Ming Zhang, et al.
Published: (2024)
Three Pronged Approach for Centralized Library Services
by: Vaillancourt Pauline M., et al.
Published: (1972)
by: Vaillancourt Pauline M., et al.
Published: (1972)
The Multi‐Functional Third Acceptor Realizes the Synergistic Improvement in Photovoltaic Parameters and the High‐Ratio Tolerance of Ternary Organic Photovoltaics
by: Yuhao Liu, et al.
Published: (2024)
by: Yuhao Liu, et al.
Published: (2024)
Performance evaluation of Reddit Comments using Machine Learning and Natural Language Processing methods in Sentiment Analysis
by: Zhang, Xiaoxia, et al.
Published: (2024)
by: Zhang, Xiaoxia, et al.
Published: (2024)
Bias‐Switchable Photomultiplication and Photovoltaic Dual‐Mode Near‐Infrared Organic Photodetector
by: Yijun Huang, et al.
Published: (2025)
by: Yijun Huang, et al.
Published: (2025)
Lipschitz-Enforced Machine Learning Framework for Accelerating Transient Stability Analysis of Networked Grid-Interactive Inverters
by: Liu, Zhong, et al.
Published: (2026)
by: Liu, Zhong, et al.
Published: (2026)
Feature Selection for Machine Learning‐Driven Accelerated Discovery and Optimization in Emerging Photovoltaics: A Review
by: Jiyun Zhang, et al.
Published: (2025)
by: Jiyun Zhang, et al.
Published: (2025)
Three‐Pronged Induction of Tumor Calcification Synergistic Calcium Immunotherapy Enables Diagnosis and Cure of Cancer
by: Shuang Bai, et al.
Published: (2024)
by: Shuang Bai, et al.
Published: (2024)
Polyphenol‐Based Self‐Assembled Nanomedicine for a Three‐Pronged Approach to Reversing Tumor Immunosuppression
by: Zimu Li, et al.
Published: (2024)
by: Zimu Li, et al.
Published: (2024)
Max-Bisections of graphs without even cycles
by: Hou, Jianfeng, et al.
Published: (2025)
by: Hou, Jianfeng, et al.
Published: (2025)
Double‐Pronged NAD Preservation: Delaying Cellular Senescence and Initiating Musculoskeletal Regeneration
by: Jianfeng Yu, et al.
Published: (2026)
by: Jianfeng Yu, et al.
Published: (2026)
FML-bench: Benchmarking Machine Learning Agents for Scientific Research
by: Zou, Qiran, et al.
Published: (2025)
by: Zou, Qiran, et al.
Published: (2025)
Generative Machine Learning Models for the Deconvolution of Charge Carrier Dynamics in Organic Photovoltaic Cells
by: Raymond, Li, et al.
Published: (2025)
by: Raymond, Li, et al.
Published: (2025)
Cycles in 3‐connected claw‐free planar graphs and 4‐connected planar graphs without 4‐cycles
by: On‐Hei Solomon Lo
Published: (2024)
by: On‐Hei Solomon Lo
Published: (2024)
Rhodium(III)‐Nitroxyl Radical Complex Triggers Dual‐Pronged Disulfidptosis‐Apoptosis in Hepatocellular Carcinoma via Metabolic Sabotage and Redox Catalysis
by: Hui‐Chao Lin, et al.
Published: (2025)
by: Hui‐Chao Lin, et al.
Published: (2025)
Rhodium(III)‐Nitroxyl Radical Complex Triggers Dual‐Pronged Disulfidptosis‐Apoptosis in Hepatocellular Carcinoma via Metabolic Sabotage and Redox Catalysis
by: Hui‐Chao Lin, et al.
Published: (2025)
by: Hui‐Chao Lin, et al.
Published: (2025)
Randomized low-rank approximation of parameter-dependent matrices
by: Kressner, Daniel, et al.
Published: (2023)
by: Kressner, Daniel, et al.
Published: (2023)
Randomized low‐rank approximation of parameter‐dependent matrices
by: Daniel Kressner, et al.
Published: (2024)
by: Daniel Kressner, et al.
Published: (2024)
Machine Learning Symmetry Discovery for Integrable Hamiltonian Dynamics
by: Hou, Wanda, et al.
Published: (2024)
by: Hou, Wanda, et al.
Published: (2024)
High-Entropy Solid Electrolytes Discovery: A Dual-Stage Machine Learning Framework Bridging Atomic Configurations and Ionic Transport Properties
by: Fu, Xiao, et al.
Published: (2025)
by: Fu, Xiao, et al.
Published: (2025)
Journal of Chemists, Technologists and Environmentalists
Published: (2023)
Published: (2023)
Similar Items
-
Accelerating High-Efficiency Organic Photovoltaic Discovery via Pretrained Graph Neural Networks and Generative Reinforcement Learning
by: Qiu, Jiangjie, et al.
Published: (2025) -
MatWheel: Addressing Data Scarcity in Materials Science Through Synthetic Data
by: Li, Wentao, et al.
Published: (2025) -
DriftingMol: Decoder-Coupled Drift for One-Pass Property-Conditional Molecular Generation
by: Qiu, Jiangjie, et al.
Published: (2026) -
AdsorbFlow: energy-conditioned flow matching enables fast and realistic adsorbate placement
by: Qiu, Jiangjie, et al.
Published: (2026) -
3DMolFormer: A Dual-channel Framework for Structure-based Drug Discovery
by: Hu, Xiuyuan, et al.
Published: (2025)