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P

Pascal Friederich

karlsruhe institute of technology

36H指数
246论文数
6.7K被引数
收录论文 86
发表时间
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A Self-Driving Lab for Solution-Processed Electrochromic Thin Films用于溶液法制备电致变色薄膜的自驾驶实验室
errAdvanced Intelligent Systems
IF6.1
err2026-08-04
err0
errOAAI
errSelma Dahms; Luca Torresi; Shahbaz Tareq Bandesha; Jan Hansmann; Holger Röhm; Alexander Colsmann; Marco Schott; Pascal Friederich
err分享
err收藏
Ultra-High-Throughput Discovery of Multifunctional Polyphenolic Coatings on Droplet Microarrays超高通量发现微滴微阵列上的多酚多功能涂层
errAdvanced Materials
IF26.8
err2026-06-11
err0
errOAAI
errVania Tanda Widyaya; Joaquín E. Urrutia Gómez; Paul Reuß; Alexander Welle; Rolf A. Gattung; Jana Mayer; Peter Krolla; Markus Reischl; Pascal Friederich; Anna A. Popova; Thomas Schwartz; Pavel A. Levkin
err分享
err收藏
Symmetry-aware Bayesian flow networks for crystal generation对称感知贝叶斯流网络用于晶体生成
errnpj Computational Materials
IF11.9
err2026-05-19
err0
errOAAI
errLaura Ruple; Luca Torresi; Henrik Schopmans; Pascal Friederich
err分享
err收藏
Multi-stage Bayesian optimisation for dynamic decision-making in self-driving labs多阶段贝叶斯优化在自动驾驶实验室中的动态决策制定
errDigital Discovery
IF5.6
err2026-04-08
err0
errOAAI
errLuca Torresi; Pascal Friederich
err分享
err收藏
Predicting new research directions in materials science using large language models and concept graphs利用大型语言模型和概念图预测材料科学的新研究方向
errNature Machine Intelligence
IF23.9
err2026-04-01
err0
errOAAI
errThomas Marwitz; Alexander Colsmann; Ben Breitung; Christoph Brabec; Christoph Kirchlechner; Eva Blasco; Gabriel Cadilha Marques; Horst Hahn; Michael Hirtz; Pavel A. Levkin; Yolita M. Eggeler; Tobias Schlöder; Pascal Friederich
err分享
err收藏
Generative Models for Crystalline Materials晶体材料生成模型
errAdvanced Materials
IF26.8
err2026-02-26
err0
errOAAI
errHoussam Metni; Laura Ruple; Lauren N. Walters; Luca Torresi; Jonas Teufel; Henrik Schopmans; Jona Östreicher; Yumeng Zhang; Marlen Neubert; Yuri Koide; Kevin Steiner; Paul Link; Lukas Bär; Mariana Petrova; Gerbrand Ceder; Pascal Friederich
err分享
err收藏
Improving Counterfactual Truthfulness for Molecular Property Prediction Through Uncertainty Quantification
errEXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT V
IF0
err2026-01-01
err0
errOAAI
errTeufel, Jonas; Leinweberi, Annika; Friederich, Pascal
err分享
err收藏
The Black Hole Strategy: Gravity-Based Representative Sampling for Frugal Graph Learning on Metal–Organic Framework Networks黑洞策略：基于重力的代表性抽样用于金属-有机框架网络上的节俭图学习
errJournal of Chemical Information and Modeling
IF5.3
err2025-10-01
err0
PREAI
errMehrdad Jalali; A. D. Dinga Wonanke; Pascal Friederich; Christof Wöll
err分享
err收藏
PAL – parallel active learning for machine-learned potentialsPAL – 并行主动学习用于机器学习势能
errDigital Discovery
IF5.6
err2025-07-26
err0
errOAAI
errChen Zhou; Marlen Neubert; Yuri Koide; Yumeng Zhang; Van-Quan Vuong; Tobias Schlöder; Stefanie Dehnen; Pascal Friederich
err分享
err收藏
Tuning the Transparency and Exciton Transition of D-π-A-π-D Type Small Molecules调节D-π-A-π-D型小分子的透明度和激子跃迁
errChemistry – A European Journal
IF0
err2025-07-22
err0
errOAAI
errEcem Aydan Alkan; Houssam Metni; Patrick Reiser; Christian Kupfer; Juan S. Rocha-Ortiz; Anastasia Barabash; Miroslaw Batentschuk; Jens A. Hauch; Pascal Friederich; Christoph J. Brabec
err分享
err收藏
Infrared spectrum analysis of organic molecules with neural networks using standard reference data sets in combination with real-world data
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2025-02-26
err0
errOAAI
errPunjabi, Dev; Huang, Yu-Chieh; Holzhauer, Laura; Tremouilhac, Pierre; Friederich, Pascal; Jung, Nicole; Braese, Stefan
err分享
err收藏
Predicting hydrogen atom transfer energy barriers using Gaussian process regression
errDIGITAL DISCOVERY
IF5.6
err2025-01-01
err0
errOAAI
errUlanov, Evgeni; Qadir, Ghulam A.; Riedmiller, Kai; Friederich, Pascal; Graeter, Frauke
err分享
err收藏
Materials Acceleration Platforms (MAPs) Accelerating Materials Research and Development to Meet Urgent Societal Challenges材料加速平台 (MAPs) 加速材料研发以应对紧迫的社会挑战
errADVANCED MATERIALS
IF26.8
err2024-09-06
err2
errOAAI
errStier, Simon P.; Kreisbeck, Christoph; Ihssen, Holger; Popp, Matthias Albert; Hauch, Jens; Malek, Kourosh; Reynaud, Marine; Goumans, T. P. M.; Carlsson, Johan; Todorov, Ilian; Gold, Lukas; Raeder, Andreas; Wenzel, Wolfgang; Bandesha, Shahbaz Tareq; Jacques, Philippe; Garcia-Moreno, Francisco; Arcelus, Oier; Friederich, Pascal; Clark, Simon; Maglione, Mario; Laukkanen, Anssi; Castelli, Ivano Eligio; Carrasco, Javier; Cabanas, Montserrat Casas; Stein, Helge Soeren; Ozcan, Ozlem; Elbert, David; Reuter, Karsten; Scheurer, Christoph; Demura, Masahiko; Han, Sang Soo; Vegge, Tejs; Nakamae, Sawako; Fabrizio, Monica; Kozdras, Mark
err分享
err收藏
EDITORIAL: Chemical Compound Space Exploration by Multiscale High-Throughput Screening and Machine Learning
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2024-08-12
err0
errOAAI
errGryn'ova, Ganna; Bereau, Tristan; Muller, Carolin; Friederich, Pascal; Wade, Rebecca C.; Nunes-Alves, Ariane; Soares, Thereza A.; Merz Jr, Kenneth
err分享
err收藏
JARVIS-Leaderboard: a large scale benchmark of materials design methods
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-05-07
err6
errOAAI
errChoudhary, Kamal; Wines, Daniel; Li, Kangming; Garrity, Kevin F.; Gupta, Vishu; Romero, Aldo H.; Krogel, Jaron T.; Saritas, Kayahan; Fuhr, Addis; Ganesh, Panchapakesan; Kent, Paul R. C.; Yan, Keqiang; Lin, Yuchao; Ji, Shuiwang; Blaiszik, Ben; Reiser, Patrick; Friederich, Pascal; Agrawal, Ankit; Tiwary, Pratyush; Beyerle, Eric; Minch, Peter; Rhone, Trevor David; Takeuchi, Ichiro; Wexler, Robert B.; Mannodi-Kanakkithodi, Arun; Ertekin, Elif; Mishra, Avanish; Mathew, Nithin; Wood, Mitchell; Rohskopf, Andrew Dale; Hattrick-Simpers, Jason; Wang, Shih-Han; Achenie, Luke E. K.; Xin, Hongliang; Williams, Maureen; Biacchi, Adam J.; Tavazza, Francesca
err分享
err收藏
Design of Modified Polymer Membranes Using Machine Learning
errACS APPLIED MATERIALS & INTERFACES
IF8.2
err2024-04-11
err3
errOAAI
errGlass, Sarah; Schmidt, Martin; Merten, Petra; Latif, Amira Abdul; Fischer, Kristina; Schulze, Agnes; Friederich, Pascal; Filiz, Volkan
err分享
err收藏
Actively learning costly reward functions for reinforcement learning
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-03-26
err1
errOAAI
errEberhard, Andre; Metni, Houssam; Fahland, Georg; Stroh, Alexander; Friederich, Pascal
err分享
err收藏
Substituting density functional theory in reaction barrier calculations for hydrogen atom transfer in proteins
errCHEMICAL SCIENCE
IF7.4
err2024-01-01
err4
errOAAI
errRiedmiller, Kai; Reiser, Patrick; Bobkova, Elizaveta; Maltsev, Kiril; Gryn'ova, Ganna; Friederich, Pascal; Graeter, Frauke
err分享
err收藏
Artificial design of organic emitters via a genetic algorithm enhanced by a deep neural network
errCHEMICAL SCIENCE
IF7.4
err2024-01-01
err11
errOAAI
errNigam, Akshatkumar; Pollice, Robert; Friederich, Pascal; Aspuru-Guzik, Alan
err分享
err收藏
Connectivity optimized nested line graph networks for crystal structures
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err10
errOAAI
errRuff, Robin; Reiser, Patrick; Stuehmer, Jan; Friederich, Pascal
err分享
err收藏

研究方向

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合作学者
合作期刊
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Gerbrand Ceder
H 指数: 166 · 论文数: 1.1K
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Christoph J. Brabec
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I
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H 指数: 124 · 论文数: 1.4K
B
Berend Smit
H 指数: 121 · 论文数: 794
K
Karl Leo
H 指数: 117 · 论文数: 1.1K
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