AI in Biomolecules

Carlos Oliver
  • 0,0 (0)
  • SCIENZE BIOLOGICHE
  • OGNI GIORNO

Daily summaries of preprints from arXiv and bioRxiv. Generated for AI in Biomolecules.

  1. 5 H FA

    27.02.2026: Repeat Detection, Inductive Mechanisms, and Protein Language Models

    This podcast is brought to you by bibcast. ---------------------------------------- Papers included in this episode: 0:56 - Induction Meets Biology: Mechanisms of Repeat Detection in Protein Language Models https://export.arxiv.org/pdf/2602.23179.pdf ---------------------------------------- bibcast.com

    5 min

  2. 1 G FA

    26.02.2026: Spectral Entropy Insights, Hasimoto Potentials, and Protein Secondary Structure Transitions

    This podcast is brought to you by bibcast. ---------------------------------------- Papers included in this episode: 0:50 - Spectral entropy of the discrete Hasimoto effective potential exposes sub-residue geometric transitions in protein secondary structure https://export.arxiv.org/pdf/2602.21787.pdf ---------------------------------------- bibcast.com

    6 min

  3. 2 GG FA

    25.02.2026: Protein Language Models vs. Natural Language, Physics-Informed State Partitioning, and Improved Inference

    This podcast is brought to you by bibcast. ---------------------------------------- Papers included in this episode: 0:47 - PIS: A Physics-Informed System for Accurate State Partitioning of $Aβ_{42}$ Protein Trajectories https://export.arxiv.org/pdf/2602.19444.pdf 4:45 - Protein Language Models Diverge from Natural Language: Comparative Analysis and Improved Inference https://export.arxiv.org/pdf/2602.20449.pdf ---------------------------------------- bibcast.com

    9 min

  4. 19 FEB

    19.02.2026: Pre-Trained Protein Embeddings, Machine-Guided Design, and Megacomplex Assembly Principles

    This podcast is brought to you by bibcast. ---------------------------------------- Papers included in this episode: 0:41 - Physical principles of building protein megacomplexes in a crowded milieu https://export.arxiv.org/pdf/2602.14005.pdf 4:54 - Exploring the limits of pre-trained embeddings in machine-guided protein design: a case study on predicting AAV vector viability https://export.arxiv.org/pdf/2602.14828.pdf ---------------------------------------- bibcast.com

    11 min

  5. 28 GEN

    28.01.2026: Latent Diffusion Models, Step-wise Optimization, and Protein Structural Heterogeneity Analysis

    This podcast is brought to you by bibcast. ---------------------------------------- Papers included in this episode: 0:48 - Point transformer for protein structural heterogeneity analysis using CryoEM https://export.arxiv.org/pdf/2601.18713.pdf 5:29 - Structure-based RNA Design by Step-wise Optimization of Latent Diffusion Model https://export.arxiv.org/pdf/2601.19232.pdf ---------------------------------------- bibcast.com

    10 min

  6. 22 GEN

    22.01.2026: Case-Guided Planning, Sequential Assays, and Drug Discovery Applications

    This podcast is brought to you by bibcast. ---------------------------------------- Papers included in this episode: 1:02 - Case-Guided Sequential Assay Planning in Drug Discovery https://export.arxiv.org/pdf/2601.14710.pdf ---------------------------------------- bibcast.com

    6 min

  7. 21 GEN

    21.01.2026: Structure-Aware Dynamics, Sheaf Laplacian Analysis, and Protein Mutation Effects

    This podcast is brought to you by bibcast. ---------------------------------------- Papers included in this episode: 0:50 - Efficient Protein Optimization via Structure-aware Hamiltonian Dynamics https://export.arxiv.org/pdf/2601.11012.pdf ---------------------------------------- bibcast.com

    6 min

  8. 16 GEN

    16.01.2026: Adaptive Protein Representation, Graph Fusion, and MoE-Based Learning

    This podcast is brought to you by bibcast. ---------------------------------------- Papers included in this episode: 0:59 - MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning https://export.arxiv.org/pdf/2601.10157.pdf ---------------------------------------- bibcast.com

    6 min
Elenco completo (14)

Descrizione

Daily summaries of preprints from arXiv and bioRxiv. Generated for AI in Biomolecules.

Informazioni

  • Creatore
    Carlos Oliver
  • Anni di attività
    2025 - 2026
  • Puntate
    14
  • Classificazione
    Contenuti adatti a tutti
  • Sito web del podcast
    AI in Biomolecules