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researcher

Isaac Filella-Merce

5 papers hereh-index 226 citations7 works total

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

author position
  • first author1
  • middle author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • q-bio.BM1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedOptimizing Drug Design by Merging Generative AI With Active Learning Frameworks

9 citations · 10 across the 5 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.LG2026

Two-Stage Fine-Tuning for Protein Sequence Generation with Targeted Amino-Acid Composition

Violeta Basten-Romero, Rubén Muñoz-Tafalla, Anna María Díaz-Rovira +3

Protein language models are standard priors for biological sequence generation, but steering them toward explicit distributional design targets remains largely unexplored. We study…

cs.LG2026

Tensor-DTI: Enhancing Biomolecular Interaction Prediction with Contrastive Embedding Learning

Manel Gil-Sorribes, Júlia Vilalta-Mor, Isaac Filella-Mercè +4

Accurate drug-target interaction (DTI) prediction is essential for computational drug discovery, yet existing models often rely on single-modality predefined molecular descriptors…

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