ML for protein engineering seminar series

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Engineering highly active and diverse nuclease enzymes by ML and high-throughput screening
797 views | 2024-07-17
Designing and Scaffolding Proteins at the Scale of the Structural Universe with Genie 2
688 views | 2024-07-17
Framework for conditional diffusion models with applications in motif scaffolding for protein design
728 views | 2024-07-17
Diffusion Language Models Are Versatile Protein Learners
1,314 views | 2024-06-17
Design of highly functional genome editors by modeling the universe of CRISPR-Cas sequences
951 views | 2024-05-17
Sequence modeling and design from molecular to genome scale with Evo
1,207 views | 2024-05-17
PTM-Mamba: A PTM-Aware Protein Language Model with Bidirectional Gated Mamba Blocks
518 views | 2024-04-17
A general model to predict small molecule substrates of enzymes based on machine and deep learning
508 views | 2024-04-17
Kaggle’s 1st place winner for “CAFA 5 Protein Function Prediction”, GoCurator
417 views | 2024-04-17
Enzyme function prediction using contrastive learning (CLEAN)
578 views | 2024-03-17
Domain-PFP allows protein function prediction using function-aware domain embedding representations
252 views | 2024-03-17
Protein Design with Guided Discrete Diffusion
2,154 views | 2024-01-17
Decoupling catalysis and transition state analog binding from mutations in a phosphatase with HT-MEK
744 views | 2023-11-17
Uncovering Protein Ensembles: Automated Multiconformer Model Building for Crystallography and CryoEM
874 views | 2023-11-17
AbDiffuser: Full-Atom Generation of In Vitro Functioning Antibodies
1,942 views | 2023-10-17
Mega-scale experimental analysis of protein folding stability in biology and design
1,443 views | 2023-10-17
Protein Discovery with Discrete Walk-Jump Sampling
1,121 views | 2023-10-17
Protein generation with evolutionary diffusion: sequence is all you need
4,207 views | 2023-10-17
Mutational Effect Transfer Learning for Protein Design
1,593 views | 2023-08-17
Site-wise mutation effects enable combinatorial protein variant design
1,078 views | 2023-08-17
Cyclic peptide structure prediction and design using AlphaFold
3,538 views | 2023-08-17
Predicting (and discovering) proteins with multiple conformational states
1,094 views | 2023-08-17
SAMPLE: A Self-Driving Laboratory System for Protein Engineering
1,529 views | 2023-08-17
Hybrid protein language models for fitness prediction
1,789 views | 2023-08-17
Deploying protein machine learning models on the web
1,025 views | 2023-08-17
Dynamic-backbone protein-ligand complex structure prediction with generative diffusion models
2,754 views | 2023-08-17
End-to-end learning of multiple sequence alignments with differentiable Smith-Waterman
961 views | 2023-08-17
RFDiffusion: Accurate protein design using structure prediction and diffusion generative models
20,160 views | 2023-08-17
Singular value decomposition of protein sequences for visualizing sequence and residue space
907 views | 2023-08-17
Multi-objective engineering of therapeutic antibodies
995 views | 2023-08-17

About ML for protein engineering seminar series

A bi-weekly seminar series focused on recent work in machine learning for protein engineering.

For information on this seminar series and upcoming speakers, visit our website and twitter!

www.ml4proteinengineering.com/
twitter.com/ml4proteins

All seminars will be recorded and released on YouTube following the live Zoom session.

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