BetaCitation Atlas

RESEARCH PAPER · Nature Communications · 2025

Autonomous platform for solution processing of electronic polymers

Chengshi Wang, Yeonju Kim, Aikaterini Vriza, Rohit Batra, Arun Baskaran, Naisong Shan, Nan Li, Pierre Darancet, Logan T. Ward, Yuzi Liu, Maria K. Y. Chan, Subramanian K. R. S. Sankaranarayanan, Harry Christopher Fry, C. S. Miller, Henry Chan, Jie Xu

Read original paper ↗

See where this research leads.

68 direct citing papers in this saved network. Explore the next layer with second-order citations.

Open in your workspace →Saved 2026-10-14 · complete coverage
Filter Citing Papers
Press Enter or comma to add · × to remove · searches titles and available abstracts
Journals
All journals
Most represented first · select one or more
Explore Terms In These PapersHide SuggestionsShow Suggestions

Original and current center papers stay visible as anchors.
Numbers show citations received
42 direct citing works

Autonomous platform for solution processing of electronic polymersOriginalAn AI-accelerated pathway for reproducible and stable halide perovskites17Liquid crystals as solid-state templates13Optimization of robotic liquid handling as a capacitated vehicle routing problem4Resource Allocation without Deliberation: Governance Structures in Autonomous Materials Experimentation0Side-chain engineering of semiconducting polymers with poly(benzyl ether) dendrons: impact on electronic and mechanical properties9VISION: a modular AI assistant for natural human-instrument interaction at scientific user facilities9Functionalized separator strategies accelerate the development of zinc-ion batteries19AI-driven new materials development and data standardization4AI‐Driven Robot Enables Synthesis‐Property Relation Prediction for Metal Halide Perovskites in Humid Atmosphere19Closing the loop: Teaching single-cell foundation models to learn from perturbations2A review on electrolyte innovation enabled by machine learning for energy storage applications5Limitations of theory-informed machine learning algorithms for the prediction and exploration of molecular properties: Solvation free energy as a case study3Beyond flat: 7D optimization of electronic polymer thin films via robotic-assisted closed-loop workflows0Intelligent Recommendation and Optimization Algorithms of Experimental Conditions for Robotic Chemists0A Grassroots Network and Community Roadmap for Interconnected Autonomous Science Laboratories for Accelerated Discovery1Benchmarking self-driving labs13Path to Machine Learning-Driven Autonomous Systems for Solid-State Electrolyte Batteries: Design, Fabrication, and Lifetime Prediction13Exocortex Network for AI-Augmented Human-Led Scientific Expedition1High-Throughput Robotic GIWAXS at ALS SAXS/WAXS Beamline4The evolution of MOF discovery for CO2 capture: From high-throughput screening to AI design and automated laboratories9Data engineering for AI applications in energetic materials4Perspective on utilizing foundation models for laboratory automation in materials research2Nanostructured Thin Films: Properties, Fabrication and Applications—A Short Review5Artificial Intelligence Informed Hydrogel Biomaterials in Additive Manufacturing28Advancing Polymer Science and Energy Storage Solutions Through the Integration of Artificial Intelligence and Machine Learning: A Transformative Approach9Networking autonomous material exploration systems through transfer learning6AI-assisted design and optimization of novel asymmetric microchannel flow fields for proton exchange membrane fuel cells9AI agents for solid electrolytes: opportunities, challenges, and future directions14AI-Driven Design of Multifunctional Polyimides: Revolutionizing the Paradigm from Data to Synthesis0AI-Driven Optimization of Polymer Structure0Closed-loop robotic manipulation of transparent substrates for self-driving laboratories using deep learning micro-error correction0Combinatorial to autonomous experimentation0Orchestrating explainable AI, ChatGPT, and human expertise: a framework for extracting polymer design guidelines0Recent progress of organic photoelectric materials for X-ray detection and imaging0Toward self-driving laboratory 2.0 for chemistry and materials discovery15Towards an artificial intelligence ecosystem for performance-driven polymer design1Artificial intelligence integration in materials science2Synergizing Chemical and AI Communities for Advancing Laboratories of the Future1An automated system for electrodeposition of polymer thin films and their wetting analysis1From Prompt to Drug: Toward Pharmaceutical Superintelligence8Accelerated Emergence of Self-Driving Laboratories for Accelerating Materials Discovery1Organic mixed ionic-electronic conductor device platforms for emerging biosensor application4Computational strategies for designing PEDOT-Based electrodes in electronic applications0MADSci: A modular Python-based framework to enable autonomous science2Operating advanced scientific instruments with AI agents that learn on the job6From green routes to digital design: Two-dimensional photocatalysts at the interface of machine learning and environmental applications0Synergistic Evolution of Segmental Motion and Cooperative Relaxation within the Amorphous Phase of Organic Mixed Ionic-Electronic Conductors0Automated Identification of Thermal Transitions in Conjugated Material Thin Films Using In Situ Optical Spectroscopy0Research Automation in Healthcare: Scoping Review with ☸SAIMSARA0Beyond accuracy: comprehensive alignment for AI-driven molecular design1AI-driven innovation for organics in energy storage materials: Recent advances and near-term research opportunities0From High-Throughput Screening to Generative Design: Artificial Intelligence-Driven Dielectric Materials Discovery2AI for electrocatalytic energy conversion: from atoms to industry0Codesign of programmable materials across length scales and disciplines0Self-driving lab for the data-driven design of single-chain polymer nanoparticles0From linear fixes to circular design: how polymer science has changed over the past decade0A Robotic High-Throughput Grid-Search Platform for Mapping Phase Behavior in Triblock Copolymer–Homopolymer Blends0Self-evolving experimental platform for 3D sand printing2Neuro-symbolic evolutionary networks: Bridging logic and learning for smarter AI0Towards high-performance halide electrolytes: Data-driven approaches for materials design and synthesis2Real-time Multi-instrument Autonomous Materials Screening for Discovery of Novel Phase-change Memory Materials0How can high-throughput experimentation accelerate the rational design of electro-catalysts for sustainable energy conversion?0Interpretable self-driving sputtering epitaxy reveals human-usable growth rules for β-Ga2O3 films0Empowering Polymeric Materials Discovery by Artificial Intelligence2Predicting Copolymerization Reactivity Ratios: Do We Need Better Models or Better Data?0Orchestrating agentic systems at ALS beamline 5.3.1 with Osprey and Bluesky0Large-language-model-driven adaptive search space definition for autonomous closed-loop materials exploration0Cross-Scale Mixed Conduction in Organic Electrochemical Transistors: From Nanoscale Ion–Electron Coupling to Biointegrated Intelligence0

Arrows point to the paper being cited. Selecting a paper shows its incoming citations and its known path back to the original paper.

Drag to pan · Use + / − to zoom · Escape to close43 nodes / 53 citation links
Browse Matching Papers

Papers that cite this work

68 direct citing papers saved. Showing the first 50 here; use Browse Matching Papers in the map for all loaded papers.

  1. An AI-accelerated pathway for reproducible and stable halide perovskites

    Chemical Society Reviews · 2025-01-01

    Abigail R. Hering, Carolin M. Sutter‐Fella, Marina S. Leite

    Read original paper ↗ ·

  2. Liquid crystals as solid-state templates

    Physical Chemistry Chemical Physics · 2025-01-01

    Nurjahan Khatun, Agnes Chinecherem Nkele, Kushal Bagchi

    Read original paper ↗ ·

  3. Optimization of robotic liquid handling as a capacitated vehicle routing problem

    Digital Discovery · 2025-01-01

    Guangqi Wu, Runzhong Wang, Connor W. Coley

    Read original paper ↗ ·

  4. Resource Allocation without Deliberation: Governance Structures in Autonomous Materials Experimentation

    Journal of Computational and Data-Driven Materials Engineering · 2025-01-01

    Fatima Zahra Amrani, Youssef Benali

    Read original paper ↗ ·

  5. Side-chain engineering of semiconducting polymers with poly(benzyl ether) dendrons: impact on electronic and mechanical properties

    Materials Advances · 2025-01-01

    Gage T. Mason, Chloé Lisowski, Piumi Kulatunga, Tiago Carneiro Gomes, Angela Awada, Yu-Xin Hsu, Yu‐Cheng Chiu, Simon Rondeau‐Gagné

    Read original paper ↗ ·

  6. VISION: a modular AI assistant for natural human-instrument interaction at scientific user facilities

    Machine Learning Science and Technology · 2025-05-16

    Shray Mathur, Noah van der Vleuten, Kevin G. Yager, Esther H. R. Tsai

    Read original paper ↗ ·

  7. Functionalized separator strategies accelerate the development of zinc-ion batteries

    iScience · 2025-05-30

    Yinghui Xue, Wanjiao Li, Runrun Liu, Yuepeng Lv, Jianxin Li, Dongdong Li, Yao Guo, Hao Rui, Huibing He

    Read original paper ↗ ·

  8. AI-driven new materials development and data standardization

    Chinese Science Bulletin (Chinese Version) · 2025-07-01

    Lanting Zhang, Mingyang Liu, Hongjian Yuan, Hong Wang

    Read original paper ↗ ·

  9. AI‐Driven Robot Enables Synthesis‐Property Relation Prediction for Metal Halide Perovskites in Humid Atmosphere

    Advanced Energy Materials · 2025-07-06

    Ansuman Halder, Maher B. Alghalayini, Shuan Cheng, Nikil Thalanki, Tung V. N. Nguyen, Abigail R. Hering, Do Kyung Lee, Simon Arnold, Marina S. Leite, Edward S. Barnard, Aleksandr A. Razumtcev, Morgan Wall, Arian Gashi, Yi‐Ru Liu, Marcus M. Noack, Shijing Sun, Carolin M. Sutter‐Fella

    Read original paper ↗ ·

  10. Closing the loop: Teaching single-cell foundation models to learn from perturbations

    bioRxiv (Cold Spring Harbor Laboratory) · 2025-07-12

    Yash Pershad, Tarak Nandi, Joseph C. Van Amburg, Alyssa Parker, Luiza Ostrowski, Hannah K. Giannini, David E. Ong, Jonathan Brett Heimlich, Esther A. Obeng, Katrin Rhodes Ericson, Anupriya Agarwal, Ravi Madduri, Alexander G. Bick

    Read original paper ↗ ·

  11. A review on electrolyte innovation enabled by machine learning for energy storage applications

    Materials Today Physics · 2025-07-16

    Nishant Shukla, Manashi Saikia, Madhuryya Deka

    Read original paper ↗ ·

  12. Limitations of theory-informed machine learning algorithms for the prediction and exploration of molecular properties: Solvation free energy as a case study

    APL Machine Learning · 2025-07-29

    Jeffrey G. Ethier, Andrew S. Paluch, Vikas Varshney

    Read original paper ↗ ·

  13. Beyond flat: 7D optimization of electronic polymer thin films via robotic-assisted closed-loop workflows

    Matter · 2025-08-01

    Alyssa Shaw, Xiaodan Gu

    Read original paper ↗ ·

  14. Intelligent Recommendation and Optimization Algorithms of Experimental Conditions for Robotic Chemists

    Unknown journal · 2025-08-22

    Qingzhen Yang, Yue Shi, Han Zhang, Jianhua Zhang, Haoyuan Li

    Read original paper ↗ ·

  15. A Grassroots Network and Community Roadmap for Interconnected Autonomous Science Laboratories for Accelerated Discovery

    Proceedings - International Workshops on Parallel Processing · 2025-09-08

    Rafael Ferreira da Silva, Milad Abolhasani, Dionysios A. Antonopoulos, Laura Biven, Ryan Coffee, Ian T. Foster, Leslie Hamilton, Shantenu Jha, Theresa Mayer, Benjamin J. Mintz, R. G. Moore, Salahudin Nimer, Noah H. Paulson, Woong Shin, Frédéric Suter, Mitra L. Taheri, Michela Taufer, Newell R. Washburn

    Read original paper ↗ ·

  16. Benchmarking self-driving labs

    Digital Discovery · 2025-10-09

    Adedire D. Adesiji, Jiashuo Wang, Cheng-Shu Kuo, Keith A. Brown

    Read original paper ↗ ·

  17. Path to Machine Learning-Driven Autonomous Systems for Solid-State Electrolyte Batteries: Design, Fabrication, and Lifetime Prediction

    ACS Applied Energy Materials · 2025-10-09

    Sung Eun Jerng

    Read original paper ↗ ·

  18. Exocortex Network for AI-Augmented Human-Led Scientific Expedition

    Photon Science · 2025-10-22

    Esther H. R. Tsai, Kevin G. Yager

    Read original paper ↗ ·

  19. High-Throughput Robotic GIWAXS at ALS SAXS/WAXS Beamline

    Photon Science · 2025-10-22

    Eric G. Schaible, Ivan Galikeev, Matthew Roizin-Prior, Garrett W. Birkel, Yunfei Wang, Wiebke Koepp, Raja Vyshnavi Sriramoju, Harold S. Barnard, Chinweike Osubor, Camille Molsick-Gibson, Piotr Gach, Sujoy Roy, Xiaodan Gu, Dylan McReynolds, Alexander Hexemer, Lucas Kistulentz, Damon English, Dilworth Y. Parkinson, Chenhui Zhu

    Read original paper ↗ ·

  20. The evolution of MOF discovery for CO2 capture: From high-throughput screening to AI design and automated laboratories

    Materials Today · 2025-10-29

    Yong Long Qiu, L.Y Wang, Chang Liu, Xu Zhang, Yun Tian, Zhen Ping Zhou

    Read original paper ↗ ·

  21. Data engineering for AI applications in energetic materials

    FirePhysChem · 2025-11-01

    Xiaowei Zang, Quan Feng, Peng Zhu, Yinghua Ye, Ruiqi Shen

    Read original paper ↗ ·

  22. Perspective on utilizing foundation models for laboratory automation in materials research

    Science and Technology of Advanced Materials Methods · 2025-11-07

    Kan Hatakeyama‐Sato, Toshihiko Nishida, Kenta Kitamura, Yoshitaka Ushiku, Koichi TAKAHASHI, Yuta Nabae, Teruaki Hayakawa

    Read original paper ↗ ·

  23. Nanostructured Thin Films: Properties, Fabrication and Applications—A Short Review

    Nanomaterials · 2025-11-24

    Ana-Maria Florea, Stefan Caramizoiu, Ana‐Maria Iordache, Stefan-Marian Iordache, Bogdan Ionut Bita

    Read original paper ↗ ·

  24. Artificial Intelligence Informed Hydrogel Biomaterials in Additive Manufacturing

    Gels · 2025-12-06

    Zhizhou Zhang, Zach Z. Tao, Ruiling Du, Runxin Huo, Xiangrui Zheng

    Read original paper ↗ ·

  25. Advancing Polymer Science and Energy Storage Solutions Through the Integration of Artificial Intelligence and Machine Learning: A Transformative Approach

    Polymers · 2025-12-09

    Türkan Kopaç

    Read original paper ↗ ·

  26. Networking autonomous material exploration systems through transfer learning

    npj Computational Materials · 2025-12-09

    Naoki Yoshida, Yutaro Iwabuchi, Yasuhiko Igarashi, Yuma Iwasaki

    Read original paper ↗ ·

  27. AI-assisted design and optimization of novel asymmetric microchannel flow fields for proton exchange membrane fuel cells

    Applied Energy · 2025-12-16

    Ke Jiang, Haolin Jiang, Liang Zhang, Yang Luan, Tongxi Zheng, Mingxin Liu, Xunkang Su, Yihui Feng, Guolong Lu, Zhenning Liu

    Read original paper ↗ ·

  28. AI agents for solid electrolytes: opportunities, challenges, and future directions

    AI Agent · 2025-12-31

    Qian Wang, Ryuhei Sato, Regina García-Méndez, Woosun Jang, Pengfei Ou, Aloysius Soon, Jie Zhao, Xiaonan Wang, Shin-ichi Orimo, Eric Jianfeng Cheng

    Read original paper ↗ ·

  29. AI-Driven Design of Multifunctional Polyimides: Revolutionizing the Paradigm from Data to Synthesis

    Acta Physico-Chimica Sinica · 2026-01-01

    Zepeng Zhang, Qikun Wu, Xinlong Wang, Yansong Liao, Yuzhou Lin, Ziqin Li, Shaoping Wu, Quancong Zhang, Zongyuan Xiao, Mingbin Gao, Wenqiu Su, Wenjing Hong

    Read original paper ↗ ·

  30. AI-Driven Optimization of Polymer Structure

    Engineering materials · 2026-01-01

    Shakti P. Padhy, Jiaojiao Wang, Anshul Baral, Raj Kiran

    Read original paper ↗ ·

  31. Closed-loop robotic manipulation of transparent substrates for self-driving laboratories using deep learning micro-error correction

    Digital Discovery · 2026-01-01

    Kelsey Fontenot, Anjali Gorti, Iva Goel, Tonio Buonassisi, Alexander E. Siemenn

    Read original paper ↗ ·

  32. Combinatorial to autonomous experimentation

    Elsevier eBooks · 2026-01-01

    Krishna Rajan

    Read original paper ↗ ·

  33. Orchestrating explainable AI, ChatGPT, and human expertise: a framework for extracting polymer design guidelines

    Journal of Materials Chemistry A · 2026-01-01

    Yin Kan Phua, Nana Terasoba, Manabu Tanaka, Tsuyohiko Fujigaya, Koichiro Kato

    Read original paper ↗ ·

  34. Recent progress of organic photoelectric materials for X-ray detection and imaging

    Journal of Materials Chemistry C · 2026-01-01

    Haoyang Zhou, Hongyun Wang, Yiwen Ren, Xiaotao Zhang, Fangxu Yang

    Read original paper ↗ ·

  35. Toward self-driving laboratory 2.0 for chemistry and materials discovery

    Materials Horizons · 2026-01-01

    Heeseung Lee, Hyuk Jun Yoo, Hye Su Jang, Byeongho Park, Yang Jeong Park, Sang Soo Han

    Read original paper ↗ ·

  36. Towards an artificial intelligence ecosystem for performance-driven polymer design

    Polymer Chemistry · 2026-01-01

    Jie Zhu, Dong Wu, Zhao‐Yan Sun, H. C. Li, Xiayun Huang, Zhihong Nie

    Read original paper ↗ ·

  37. Artificial intelligence integration in materials science

    Discover Applied Sciences · 2026-01-20

    Mohammad Abu‐Shams

    Read original paper ↗ ·

  38. Synergizing Chemical and AI Communities for Advancing Laboratories of the Future

    ACS Central Science · 2026-01-27

    Saejin Oh, Xinyi Fang, I-Hsin Lin, Paris Dee, Christopher S. Dunham, Stacy M. Copp, Abigail G. Doyle, Javier Read de Alaniz, Mengyang Gu

    Read original paper ↗ ·

  39. An automated system for electrodeposition of polymer thin films and their wetting analysis

    Review of Scientific Instruments · 2026-02-01

    Harley Quinn, Gregory A. Robben, Zhaoyi Zheng, Jin Yan, Yuanzhi Li, Zhaoji Yang, Maria Politi, Nadya Peek, Lilo D. Pozzo, Jörg G. Werner, Keith A. Brown

    Read original paper ↗ ·

  40. From Prompt to Drug: Toward Pharmaceutical Superintelligence

    ACS Central Science · 2026-02-02

    Alex A. Zhavoronkov, David G. Gennert, Jiye Shi

    Read original paper ↗ ·

  41. Accelerated Emergence of Self-Driving Laboratories for Accelerating Materials Discovery

    ACS Central Science · 2026-02-18

    Amanda K. Brown, Abhishek Soni, Daniel Lin, Curtis P. Berlinguette

    Read original paper ↗ ·

  42. Organic mixed ionic-electronic conductor device platforms for emerging biosensor application

    npj Biosensing · 2026-02-19

    Siyu Qin, Zeyuan Sun, Simiao Sun, Jeremy Wang, Charleen M. Rahman, Thomas E. Gartner, Xuanhong Cheng, Elsa Reichmanis

    Read original paper ↗ ·

  43. Computational strategies for designing PEDOT-Based electrodes in electronic applications

    Advanced Composites and Hybrid Materials · 2026-02-27

    Gbolahan Joseph Adekoya, Oluwasegun Chijioke Adekoya, Mpho Muloiwa, Emmanuel Rotimi Sadiku, Williams Kehinde Kupolati, Yskandar Hamam

    Read original paper ↗ ·

  44. MADSci: A modular Python-based framework to enable autonomous science

    The Journal of Open Source Software · 2026-03-06

    Ryan Lewis, Tobias S. Ginsburg, Doga Ozgulbas, Casey Stone, Abraham Stroka, Aileen Cleary, Ian T. Foster, Noah H. Paulson

    Read original paper ↗ ·

  45. Operating advanced scientific instruments with AI agents that learn on the job

    npj Computational Materials · 2026-03-06

    Aikaterini Vriza, Michael H. Prince, Tao Zhou, Henry Chan, Mathew J. Cherukara

    Read original paper ↗ ·

  46. From green routes to digital design: Two-dimensional photocatalysts at the interface of machine learning and environmental applications

    Journal of environmental chemical engineering · 2026-03-11

    Rupak Kumar Patnaik, Sujit Sen

    Read original paper ↗ ·

  47. Synergistic Evolution of Segmental Motion and Cooperative Relaxation within the Amorphous Phase of Organic Mixed Ionic-Electronic Conductors

    ACS Nano · 2026-03-11

    Shaochuan Luo, Yichen Ding, Wenlei Yin, Jingyuan Fan, Jiayu Lu, Yukun Li, Qi Chen, Labao Zhang, Chenhan Liu, Xiaoliang Wang, Gi Xue, Dongshan Zhou, Jie Xu

    Read original paper ↗ ·

  48. Automated Identification of Thermal Transitions in Conjugated Material Thin Films Using In Situ Optical Spectroscopy

    Small Methods · 2026-03-31

    Doan Vu, Martyn Jevric, Alireza Samadani, Mats R. Andersson, Christopher Robert McNeill, Brendan T. O’Connor, Harald W. Ade

    Read original paper ↗ ·

  49. Research Automation in Healthcare: Scoping Review with ☸SAIMSARA

    SAIMSARA Journal · 2026-04-12

    SAIMSARA

    Read original paper ↗ ·

  50. Beyond accuracy: comprehensive alignment for AI-driven molecular design

    AI for Science · 2026-04-14

    Q H Zhang, Xiang Zhuang, Chenyi Zhou, Yihang Zhu, Tong Xu, Tianhao Li, Dianbo Liu, Shengchao Liu, Keyan Ding, Michael Li, Emine Yılmaz, Haofen Wang, Huajun Chen

    Read original paper ↗ ·
More citing papers →
Citation Atlas · A map of research, not a ranking.