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S

Stefan Heinen

EMPA - Swiss Federal Laboratories for Materials Science and Technology

8H指数
27论文数
492被引数
收录论文 14
发表时间
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Radical-Based On-Surface Transformation of Nonplanar Aromatics Into Nonbenzenoid Nanographenes基于自由基的表面转化：将非平面芳香族化合物转化为非苯并纳米石墨烯
errAngewandte Chemie International Edition
IF16.9
err2026-05-01
err0
errOAAI
errDaniel Rothhardt; Ming-Lun Pan; Michael Píro; Stefan Niklaus Heinen; Christian Wäckerlin; Hans Josef Hug; Yao-Ting Wu; Karl-Heinz Ernst; Miloš Baljozović
err分享
err收藏
Nationwide Heart Failure Telemonitoring Disparities in Enrollment Based on Sex全国心力衰竭远程监测入组性别差异
errJACC-ADVANCES
IF0
err2025-12-01
err0
errOAAI
errJansen, Charell; Otterspoor, Luuk C.; van Pol, Petra; Ijff, George C.; Sinkeler, Steef J.; Joosen, Ivo A.; Hermanides, Nienke; Heinen, Stefan; Schuuring, Mark J.; van Hout, Gerardus P. J.
err分享
err收藏
Structuring telemonitoring in heart failure care in The Netherlands: design and operational protocol of a nationwide initiative在荷兰心力衰竭护理中构建远程监测：一项全国性倡议的设计与运营方案
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2025-12-01
err1
PREAI
errJansen, Charell; Otterspoor, Luuk C.; Van Pol, Petra E. J.; Ijff, Georges C.; Sinkeler, Steef J.; Van Den Heuvel, Mieke; Jansen, Martijn E. P.; Scholten, Merel; Van Zutphen, Kim; Verstappen, Cindy C. A. G.; Hermanides, Nienke; Joosen, Ivo A.; Heinen, Stefan; Valk, Jeroen G.; Vollenbroek-Hutten, Miriam M. R.; Schuuring, Mark J.; Van Hout, Gerardus P. J.
err分享
err收藏
Reducing training data needs with minimal multilevel machine learning (M3L)通过最少的多级机器学习 (M3L) 减少训练数据需求
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-06-06
err6
errOAAI
errHeinen, Stefan; Khan, Danish; Falk von Rudorff, Guido; Karandashev, Konstantin; Arrieta, Daniel Jose Arismendi; Price, Alastair J. A.; Nandi, Surajit; Bhowmik, Arghya; Hermansson, Kersti; von Lilienfeld, O. Anatole
err分享
err收藏
Autonomous data extraction from peer reviewed literature for training machine learning models of oxidation potentials从同行评议的文献中自主提取数据，用于训练氧化电位的机器学习模型
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-03-21
err3
errOAAI
errLee, Siwoo; Heinen, Stefan; Khan, Danish; von Lilienfeld, O. Anatole
err分享
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Combining Hammett σ constants for Δ-machine learning and catalyst discovery
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err1
errOAAI
errRakotonirina, V. Diana; Bragato, Marco; Heinen, Stefan; von Lilienfeld, O. Anatole
err分享
err收藏
Evolutionary Monte Carlo of QM Properties in Chemical Space: Electrolyte Design
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2023-11-27
err1
errOAAI
errKarandashev, Konstantin; Weinreich, Jan; Heinen, Stefan; Arrieta, Daniel Jose Arismendi; von Rudorff, Guido Falk; Hermansson, Kersti; von Lilienfeld, O. Anatole
err分享
err收藏
Kernel based quantum machine learning at record rate: Many-body distribution functionals as compact representations
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2023-07-18
err10
errOAAI
errKhan, Danish; Heinen, Stefan; von Lilienfeld, O. Anatole
err分享
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Transition state search and geometry relaxation throughout chemical compound space with quantum machine learning
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2022-12-12
err13
errOAAI
errHeinen, Stefan; von Rudorff, Guido Falk; von Lilienfeld, O. Anatole
err分享
err收藏
Toward the design of chemical reactions: Machine learning barriers of competing mechanisms in reactant space
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2021-08-10
err45
errOAAI
errHeinen, Stefan; von Rudorff, Guido Falk; von Lilienfeld, O. Anatole
err分享
err收藏
Thousands of reactants and transition states for competing E2 and SN2 reactions
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2020-10-28
err19
errOAAI
errVon Rudorff, Guido Falk; Heinen, Stefan N.; Bragato, Marco; Von Lilienfeld, O. Anatole
err分享
err收藏
Machine learning the computational cost of quantum chemistry机器学习量子化学的计算成本
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2020-03-18
err52
errOAAI
errHeinen, Stefan; Schwilk, Max; von Rudorff, Guido Falk; von Lilienfeld, O. Anatole
err分享
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Machine learning meets volcano plots: computational discovery of cross-coupling catalysts
errChemical Science
IF7.4
err2018-01-01
err163
errOAAI
errMeyer, Benjamin; Sawatlon, Boodsarin; Heinen, Stefan; von Lilienfeld, O. Anatole; Corminboeuf, Clemence
err分享
err收藏
The quantum chemical search for novel materials and the issue of data processing: The InfoMol project
errnature computational science
IF3.7
err2016-07-01
err5
errOAAI
errLuthi, Hans P.; Heinen, Stefan; Schneider, Gisbert; Gloss, Andreas; Brandle, Martin P.; King, Rollin A.; Pyzer-Knapp, Edward; Alharbi, Fahhad H.; Kais, Sabre
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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Gisbert Schneider
H 指数: 82 · 论文数: 634
C
Clémence Corminbœuf
H 指数: 64 · 论文数: 430
O
O. Anatole von Lilienfeld
H 指数: 57 · 论文数: 264
K
Kersti Hermansson
H 指数: 51 · 论文数: 320
K
Karl‐Heinz Ernst
H 指数: 47 · 论文数: 226
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