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A
Alain C. Vaucher
swiss federal institutes of technology domain
23
H指数
86
论文数
2.1K
被引数
0
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被引数
Inferring experimental procedures from text-based representations of chemical reactions (Vol 12, 2573, 2021)
从文本表示的化学反应中推断实验程序 (卷 12, 2573, 2021)
NATURE COMMUNICATIONS
IF
15.7
2024-11-18
0
OA
AI
Vaucher, Alain C.; Geluykens, Joppe; Nair, Vishnu H.; Iuliano, Anna; Laino, Teodoro
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Leveraging infrared spectroscopy for automated structure elucidation
COMMUNICATIONS CHEMISTRY
IF
6.2
2024-11-16
1
PRE
AI
Alberts, Marvin; Laino, Teodoro; Vaucher, Alain C.
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Completion of partial chemical equations
MACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF
4.6
2024-06-19
1
OA
AI
Zipoli, Federico; Ayadi, Zeineb; Schwaller, Philippe; Laino, Teodoro; Vaucher, Alain C.
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Language models and protocol standardization guidelines for accelerating synthesis planning in heterogeneous catalysis
用于加速非均相催化合成计划的语言模型和协议标准化指南
NATURE COMMUNICATIONS
IF
15.7
2023-12-02
14
OA
AI
Suvarna, Manu; Vaucher, Alain Claude; Mitchell, Sharon; Laino, Teodoro; Perez-Ramirez, Javier
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Fast Customization of Chemical Language Models to Out-of-Distribution Data Sets
CHEMISTRY OF MATERIALS
IF
7
2023-10-27
1
OA
AI
Toniato, Alessandra; Vaucher, Alain C.; Lehmann, Marzena Maria; Luksch, Torsten; Schwaller, Philippe; Stenta, Marco; Laino, Teodoro
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Standardizing chemical compounds with language models
用语言模型标准化化合物
MACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF
4.6
2023-08-08
1
OA
AI
Cretu, Miruna T.; Toniato, Alessandra; Thakkar, Amol; Debabeche, Amin A.; Laino, Teodoro; Vaucher, Alain C.
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Unbiasing Retrosynthesis Language Models with Disconnection Prompts
ACS CENTRAL SCIENCE
IF
10.4
2023-07-05
10
OA
AI
Thakkar, Amol; Vaucher, Alain C. C.; Byekwaso, Andrea; Schwaller, Philippe; Toniato, Alessandra; Laino, Teodoro
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Ultra-fast semi-empirical quantum chemistry for high-throughput computational campaigns with Sparrow
JOURNAL OF CHEMICAL PHYSICS
IF
3.1
2023-02-07
13
OA
AI
Bosia, Francesco; Zheng, Peikun; Vaucher, Alain; Weymuth, Thomas; Dral, Pavlo O.; Reiher, Markus
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Designing catalysts with deep generative models and computational data. A case study for Suzuki cross coupling reactions
用深度生成模型和计算数据设计催化剂。Suzuki交叉偶联反应的案例研究
Digital Discovery
IF
5.6
2023-01-01
14
OA
AI
Schilter, Oliver; Vaucher, Alain; Schwaller, Philippe; Laino, Teodoro
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Enhancing diversity in language based models for single-step retrosynthesis
DIGITAL DISCOVERY
IF
5.6
2023-01-01
8
OA
AI
Toniato, Alessandra; Vaucher, Alain C.; Schwaller, Philippe; Laino, Teodoro
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Quantum chemical data generation as fill-in for reliability enhancement of machine-learning reaction and retrosynthesis planning
DIGITAL DISCOVERY
IF
5.6
2023-01-01
4
OA
AI
Toniato, Alessandra; Unsleber, Jan P.; Vaucher, Alain C.; Weymuth, Thomas; Probst, Daniel; Laino, Teodoro; Reiher, Markus
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Machine intelligence for chemical reaction space
化学反应空间的机器智能
WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE
IF
27
2022-03-07
57
OA
AI
Schwaller, Philippe; Vaucher, Alain C.; Laplaza, Ruben; Bunne, Charlotte; Krause, Andreas; Corminboeuf, Clemence; Laino, Teodoro
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Grand challenges on accelerating discovery in catalysis
加速催化发现的巨大挑战
CATALYSIS TODAY
IF
5.3
2022-03-01
8
PRE
AI
Toniato, Alessandra; Vaucher, Alain C.; Laino, Teodoro
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Inferring experimental procedures from text-based representations of chemical reactions
NATURE COMMUNICATIONS
IF
15.7
2021-05-06
43
OA
AI
Vaucher, Alain C.; Schwaller, Philippe; Geluykens, Joppe; Nair, Vishnu H.; Iuliano, Anna; Laino, Teodoro
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Prediction of chemical reaction yields using deep learning
基于深度学习的化学反应产率预测
MACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF
4.6
2021-03-31
203
OA
AI
Schwaller, Philippe; Vaucher, Alain C.; Laino, Teodoro; Reymond, Jean-Louis
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Mapping the space of chemical reactions using attention-based neural networks
NATURE MACHINE INTELLIGENCE
IF
23.9
2021-01-28
159
OA
AI
Schwaller, Philippe; Probst, Daniel; Vaucher, Alain C.; Nair, Vishnu H.; Kreutter, David; Laino, Teodoro; Reymond, Jean-Louis
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Automated extraction of chemical synthesis actions from experimental procedures
NATURE COMMUNICATIONS
IF
15.7
2020-07-17
116
OA
AI
Vaucher, Alain C.; Zipoli, Federico; Geluykens, Joppe; Nair, Vishnu H.; Schwaller, Philippe; Laino, Teodoro
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GuacaMol: Benchmarking Models for de Novo Molecular Design
GuacaMol: 从头分子设计的基准模型
JOURNAL OF CHEMICAL INFORMATION AND MODELING
IF
5.3
2019-03-19
446
OA
AI
Brown, Nathan; Fiscato, Marco; Segler, Marwin H. S.; Vaucher, Alain C.
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Minimum Energy Paths and Transition States by Curve Optimization
JOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF
5.5
2018-04-12
34
OA
AI
Vaucher, Alain C.; Reiher, Markus
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Integrated Reaction Path Processing from Sampled Structure Sequences
JOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF
5.5
2018-03-08
13
OA
AI
Heuer, Michael A.; Vaucher, Alain C.; Haag, Moritz P.; Reiher, Markus
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研究方向
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合作学者
合作期刊
J
Javier Pérez‐Ramírez
H 指数: 129 · 论文数: 847
A
Andreas Krause
H 指数: 83 · 论文数: 643
M
Markus Reiher
H 指数: 82 · 论文数: 663
J
Jean‐Louis Reymond
H 指数: 76 · 论文数: 738
C
Clémence Corminbœuf
H 指数: 64 · 论文数: 430
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