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Matteo Manica

3 papers hereh-index 8430 citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.DC1
  • cs.LG1
  • physics.chem-ph1
same name
  • Matteo Manica — 19 papers, h 18
  • Matteo Manica — 5 papers, h 6

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedRegression Transformer: Concurrent sequence regression and generation for molecular language modeling

148 citations · 150 across the 3 of their papers we have counts for

collaborators

3 papers

cs.DC2024★ 2 cited

Transforming the Hybrid Cloud for Emerging AI Workloads

Deming Chen, Alaa Youssef, Ruchi Pendse +42

This white paper, developed through close collaboration between IBM Research and UIUC researchers within the IIDAI Institute, envisions transforming hybrid cloud systems to meet th…

physics.chem-ph2023

Predicting polymerization reactions via transfer learning using chemical language models

Brenda S. Ferrari, Matteo Manica, Ronaldo Giro +2

Polymers are candidate materials for a wide range of sustainability applications such as carbon capture and energy storage. However, computational polymer discovery lacks automated…

cs.LG2022★ 148 cited

Regression Transformer: Concurrent sequence regression and generation for molecular language modeling

Jannis Born, Matteo Manica

Despite significant progress of generative models in the natural sciences, their controllability remains challenging. One fundamentally missing aspect of molecular or protein gener…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.