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M

Matteo Manica

ibm research

22H指数
114论文数
2.4K被引数
收录论文 27
发表时间
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Fine-tuning large language models to generate single-atom catalyst synthesis procedures微调大型语言模型以生成单原子催化剂合成方案
errCommunications Chemistry
IF6.2
err2026-06-19
err0
errOAAI
errManu Suvarna; Matteo Manica; Fillipo Ficarra; Andres M. Bran; Andrea Ruiz-Ferrando; Magdalena Lederbauer; Philippe Schwaller; Javier Pérez-Ramírez; Teodoro Laino
err分享
err收藏
Unified lookup tables: training foundation models on encoded data统一查找表：在编码数据上训练基础模型
errMachine Learning: Science and Technology
IF0
err2025-10-28
err0
errOAAI
errNikita Janakarajan; Irina Espejo Morales; Marvin Alberts; Andrea Giovannini; Matteo Manica; Antonio Foncubierta-Rodríguez
err分享
err收藏
Activity recognition in scientific experimentation using multimodal visual encoding
errDIGITAL DISCOVERY
IF5.6
err2025-01-01
err0
errOAAI
errGabrieli, Gianmarco; Espejo Morales, Irina; Christofidellis, Dimitrios; Graziani, Mara; Giovannini, Andrea; Zipoli, Federico; Thakkar, Amol; Foncubierta, Antonio; Manica, Matteo; Ruch, Patrick W.
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Digital Fingerprinting of Complex Liquids Using a Reconfigurable Multi-Sensor System with Foundation Models
errADVANCED SCIENCE
IF14.1
err2024-10-07
err0
errOAAI
errGabrieli, Gianmarco; Manica, Matteo; Cadow-Gossweiler, Joris; Ruch, Patrick W.
err分享
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Predicting polymerization reactions via transfer learning using chemical language models
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-06-04
err2
errOAAI
errFerrari, Brenda S.; Manica, Matteo; Giro, Ronaldo; Laino, Teodoro; Steiner, Mathias B.
err分享
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Growing strings in a chemical reaction space for searching retrosynthesis pathways
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-05-10
err1
errOAAI
errZipoli, Federico; Baldassari, Carlo; Manica, Matteo; Born, Jannis; Laino, Teodoro
err分享
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Artificial intelligence driven design of catalysts and materials for ring opening polymerization using a domain-specific language (vol 14, 3686, 2023)
errNATURE COMMUNICATIONS
IF15.7
err2023-07-25
err0
errOAAI
errPark, Nathaniel H.; Manica, Matteo; Born, Jannis; Hedrick, James L.; Erdmann, Tim; Zubarev, Dmitry Yu.; Adell-Mill, Nil; Arrechea, Pedro L.
err分享
err收藏
Artificial intelligence driven design of catalysts and materials for ring opening polymerization using a domain-specific language
errNATURE COMMUNICATIONS
IF15.7
err2023-06-21
err6
errOAAI
errPark, Nathaniel H.; Manica, Matteo; Born, Jannis; Hedrick, James L.; Erdmann, Tim; Zubarev, Dmitry Yu.; Adell-Mill, Nil; Arrechea, Pedro L.
err分享
err收藏
Accelerating material design with the generative toolkit for scientific discovery
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2023-05-01
err11
errOAAI
errManica, Matteo; Born, Jannis; Cadow, Joris; Christofidellis, Dimitrios; Dave, Ashish; Clarke, Dean; Teukam, Yves Gaetan Nana; Giannone, Giorgio; Hoffman, Samuel C.; Buchan, Matthew; Chenthamarakshan, Vijil; Donovan, Timothy; Hsu, Hsiang Han; Zipoli, Federico; Schilter, Oliver; Kishimoto, Akihiro; Hamada, Lisa; Padhi, Inkit; Wehden, Karl; McHugh, Lauren; Khrabrov, Alexy; Das, Payel; Takeda, Seiji; Smith, John R.
err分享
err收藏
Regression Transformer enables concurrent sequence regression and generation for molecular language modelling回归转换器可实现分子语言建模的并发序列回归和生成
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-04-06
err44
errOAAI
errBorn, Jannis; Manica, Matteo
err分享
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Chemical representation learning for toxicity prediction
errDIGITAL DISCOVERY
IF5.6
err2023-01-01
err15
errOAAI
errBorn, Jannis; Markert, Greta; Janakarajan, Nikita; Kimber, Talia B.; Volkamer, Andrea; Martinez, Maria Rodriguez; Manica, Matteo
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On the Choice of Active Site Sequences for Kinase-Ligand Affinity Prediction
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2022-09-13
err4
errOAAI
errBorn, Jannis; Shoshan, Yoel; Huynh, Tien; Cornell, Wendy D.; Martin, Eric J.; Manica, Matteo
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PCfun: a hybrid computational framework for systematic characterization of protein complex function
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2022-06-21
err1
errOAAI
errSharma, Varun S.; Fossati, Andrea; Ciuffa, Rodolfo; Buljan, Marija; Williams, Evan G.; Chen, Zhen; Shao, Wenguang; Pedrioli, Patrick G. A.; Purcell, Anthony W.; Martinez, Maria Rodriguez; Song, Jiangning; Manica, Matteo; Aebersold, Ruedi; Li, Chen
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Biocatalysed synthesis planning using data-driven learning
errNATURE COMMUNICATIONS
IF15.7
err2022-02-18
err57
errOAAI
errProbst, Daniel; Manica, Matteo; Teukam, Yves Gaetan Nana; Castrogiovanni, Alessandro; Paratore, Federico; Laino, Teodoro
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Active Site Sequence Representations of Human Kinases Outperform Full Sequence Representations for Affinity Prediction and Inhibitor Generation: 3D Effects in a 1D Model
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2021-12-14
err17
errOAAI
errBorn, Jannis; Tien Huynh; Stroobants, Astrid; Cornell, Wendy D.; Manica, Matteo
err分享
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Trends in Deep Learning for Property-driven Drug Design
errCURRENT MEDICINAL CHEMISTRY
IF3.5
err2021-12-08
err11
errOAAI
errBorn, Jannis; Manica, Matteo
err分享
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On the role of artificial intelligence in medical imaging of COVID-19 (vol 2, pg 100269, 2021)
errPATTERNS
IF7.4
err2021-08-01
err2
errOAAI
errBorn, Jannis; Beymer, David; Rajan, Deepta; Coy, Adam; Mukherjee, Vandana V.; Manica, Matteo; Prasanna, Prasanth; Ballah, Deddeh; Guindy, Michal; Shaham, Dorith; Shah, Pallav L.; Karteris, Emmanouil; Robertus, Jan L.; Gabrani, Maria; Rosen-Zvi, Michal
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On the role of artificial intelligence in medical imaging of COVID-19
errPATTERNS
IF7.4
err2021-06-01
err46
errOAAI
errBorn, Jannis; Beymer, David; Rajan, Deepta; Coy, Adam; Mukherjee, Vandana V.; Manica, Matteo; Prasanna, Prasanth; Ballah, Deddeh; Guindy, Michal; Shaham, Dorith; Shah, Pallav L.; Karteris, Emmanouil; Robertus, Jan L.; Gabrani, Maria; Rosen-Zvi, Michal
err分享
err收藏
Data-driven molecular design for discovery and synthesis of novel ligands: a case study on SARS-CoV-2
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2021-03-25
err26
errOAAI
errBorn, Jannis; Manica, Matteo; Cadow, Joris; Markert, Greta; Mill, Nil Adell; Filipavicius, Modestas; Janakarajan, Nikita; Cardinale, Antonio; Laino, Teodoro; Rodriguez Martinez, Maria
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Convergent network effects along the axis of gene expression during prostate cancer progression
errGENOME BIOLOGY
IF9.4
err2020-12-14
err15
errOAAI
errCharmpi, Konstantina; Guo, Tiannan; Zhong, Qing; Wagner, Ulrich; Sun, Rui; Toussaint, Nora C.; Fritz, Christine E.; Yuan, Chunhui; Chen, Hao; Rupp, Niels J.; Christiansen, Ailsa; Rutishauser, Dorothea; Ruschoff, Jan H.; Fankhauser, Christian; Saba, Karim; Poyet, Cedric; Hermanns, Thomas; Oehl, Kathrin; Moore, Ariane L.; Beisel, Christian; Calzone, Laurence; Martignetti, Loredana; Zhang, Qiushi; Zhu, Yi; Martinez, Maria Rodriguez; Manica, Matteo; Haffner, Michael C.; Aebersold, Ruedi; Wild, Peter J.; Beyer, Andreas
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研究方向

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合作学者
合作期刊
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Ruedi Aebersold
H 指数: 198 · 论文数: 1.2K
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Javier Pérez‐Ramírez
H 指数: 129 · 论文数: 845
J
James L. Hedrick
H 指数: 109 · 论文数: 516
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Julio Sáez-Rodríguez
H 指数: 91 · 论文数: 652
P
Peter J. Wild
H 指数: 83 · 论文数: 699
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