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Samir Darouich

massachusetts institute of technology

4H指数
26论文数
42被引数
收录论文 9
发表时间
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Robust generative transition-state models for unseen chemistry为未知化学构建稳健的生成式过渡态模型
errNature Computational Science
IF18.3
err2026-08-12
err0
PREAI
errSamir Darouich; Jacob W. Toney; Weiliang Luo; Johannes Kästner; Mathias Niepert; Heather J. Kulik
err分享
err收藏
Adaptive Transition-State Refinement with Learned Equilibrium Flows
errJournal of Chemical Information and Modeling
IF5.3
err2026-02-02
err0
errOAAI
errSamir Darouich; Vinh Tong; Tanja Bien; Johannes Kästner; Mathias Niepert
err分享
err收藏
Mechanistic insights into the anion-driven suppression of the initial cement reaction of tricalcium aluminate
errJournal of the American Ceramic Society
IF3.8
err2026-01-23
err0
errOAAI
errDaniel Axthammer; Samir Darouich; Marie Collin; Ratan K. Mishra; Tobias Lange; Joachim Dengler; Torben Gädt
err分享
err收藏
Generalized DeepONets for Viscosity Prediction Using Learned Entropy Scaling References基于学习熵缩放的广义DeepONets用于粘度预测 参考文献
errDigital Discovery
IF5.6
err2025-10-23
err0
errOAAI
errMaximilian Fleck; Marcelle Bruna de Mendonca Spera; Samir Darouich; Timo Klenk; Niels Hansen
err分享
err收藏
Comment on “Advancing material property prediction: using physics-informed machine learning models for viscosity”评论“推进材料属性预测：使用物理信息机器学习模型预测粘度”
errJournal of Cheminformatics
IF5.7
err2025-08-29
err0
errOAAI
errMaximilian Fleck; Samir Darouich; Marcelle B. M. Spera; Niels Hansen
err分享
err收藏
Influence of water content on thermophysical properties of aqueous glyceline solutions predicted by molecular dynamics simulations水含量对水基甘油碱溶液热物理性质影响的分子动力学模拟预测
errFLUID PHASE EQUILIBRIA
IF2.7
err2025-05-01
err1
errOAAI
errSpera, Marcelle B. M.; Darouich, Samir; Pleiss, Juergen
err分享
err收藏
Physics-Informed Multifidelity Gaussian Process: Modeling the Effect of Water and Temperature on the Viscosity of a Deep Eutectic Solvent物理信息多 fidelity 高斯过程：模拟水和温度对深共晶溶剂粘度的影响
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2025-04-16
err0
PREAI
errFleck, Maximilian; Darouich, Samir; Pleiss, Ju''rgen; Hansen, Niels; Spera, Marcelle B. M.
err分享
err收藏
Understanding hydration reactions, mechanical properties, thermal expansion, and organic interfacial interactions of calcium sulfate hydrates from the atomic scale
errCEMENT AND CONCRETE RESEARCH
IF13.1
err2025-03-01
err0
PREAI
errMishra, Ratan K.; Darouich, Samir; Veld, Pieter J. in't; Flatt, Robert J.; Heinz, Hendrik
err分享
err收藏
Design of alkyl-substituted aminothiazoles to optimise corrosion inhibition for galvanised steel: A combined experimental and molecular modelling approach
errCORROSION SCIENCE
IF8.5
err2024-02-01
err4
errOAAI
errDeng, Qiushi; Jeschke, Steffen; Mishra, Ratan K.; Spicher, Sebastian; Darouich, Samir; Schreiner, Eduard; Eiden, Philipp; Deglmann, Peter; Chen, Xiao-Bo; Keil, Patrick; Cole, Ivan
err分享
err收藏

研究方向

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合作学者
合作期刊
R
Robert J. Flatt
H 指数: 68 · 论文数: 320
H
Hendrik Heinz
H 指数: 59 · 论文数: 271
I
Ivan Cole
H 指数: 56 · 论文数: 384
H
Heather J. Kulik
H 指数: 56 · 论文数: 528
J
Jürgen Pleiss
H 指数: 51 · 论文数: 249
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