ML for protein engineering seminar series
3.56K subscribers
1:00:14
Design of highly functional genome editors by modeling the universe of CRISPR-Cas sequences
ML for protein engineering seminar series
583 views • 3 weeks ago
1:06:46
Sequence modeling and design from molecular to genome scale with Evo
ML for protein engineering seminar series
962 views • 1 month ago
46:47
PTM-Mamba: A PTM-Aware Protein Language Model with Bidirectional Gated Mamba Blocks
ML for protein engineering seminar series
394 views • 1 month ago
57:47
A general model to predict small molecule substrates of enzymes based on machine and deep learning
ML for protein engineering seminar series
401 views • 1 month ago
35:49
Kaggle’s 1st place winner for “CAFA 5 Protein Function Prediction”, GoCurator
ML for protein engineering seminar series
320 views • 1 month ago
54:16
Enzyme function prediction using contrastive learning (CLEAN)
ML for protein engineering seminar series
523 views • 2 months ago
57:46
Domain-PFP allows protein function prediction using function-aware domain embedding representations
ML for protein engineering seminar series
235 views • 2 months ago
58:05
Protein Design with Guided Discrete Diffusion
ML for protein engineering seminar series
1.7K views • 4 months ago
59:49
Decoupling catalysis and transition state analog binding from mutations in a phosphatase with HT-MEK
ML for protein engineering seminar series
702 views • 6 months ago
57:53
Uncovering Protein Ensembles: Automated Multiconformer Model Building for Crystallography and CryoEM
ML for protein engineering seminar series
817 views • 7 months ago
1:10:25
AbDiffuser: Full-Atom Generation of In Vitro Functioning Antibodies
ML for protein engineering seminar series
1.7K views • 7 months ago
50:57
Mega-scale experimental analysis of protein folding stability in biology and design
ML for protein engineering seminar series
1.2K views • 7 months ago
26:36
Protein Discovery with Discrete Walk-Jump Sampling
ML for protein engineering seminar series
1K views • 7 months ago
59:46
Protein generation with evolutionary diffusion: sequence is all you need
ML for protein engineering seminar series
3.5K views • 7 months ago
59:13
Mutational Effect Transfer Learning for Protein Design
ML for protein engineering seminar series
1.5K views • 11 months ago
51:49
Site-wise mutation effects enable combinatorial protein variant design
ML for protein engineering seminar series
1K views • 11 months ago
1:07:20
Cyclic peptide structure prediction and design using AlphaFold
ML for protein engineering seminar series
3K views • 11 months ago
47:49
Predicting (and discovering) proteins with multiple conformational states
ML for protein engineering seminar series
1K views • 11 months ago
46:35
SAMPLE: A Self-Driving Laboratory System for Protein Engineering
ML for protein engineering seminar series
1.4K views • 1 year ago
52:58
Hybrid protein language models for fitness prediction
ML for protein engineering seminar series
1.7K views • 1 year ago
46:32
Deploying protein machine learning models on the web
ML for protein engineering seminar series
994 views • 1 year ago
42:49
Dynamic-backbone protein-ligand complex structure prediction with generative diffusion models
ML for protein engineering seminar series
2.6K views • 1 year ago
50:41
End-to-end learning of multiple sequence alignments with differentiable Smith-Waterman
ML for protein engineering seminar series
942 views • 1 year ago
43:52
RFDiffusion: Accurate protein design using structure prediction and diffusion generative models
ML for protein engineering seminar series
18K views • 1 year ago
36:17
Singular value decomposition of protein sequences for visualizing sequence and residue space
ML for protein engineering seminar series
878 views • 1 year ago
52:40
Multi-objective engineering of therapeutic antibodies
ML for protein engineering seminar series
935 views • 1 year ago
1:00:38
Multi-segment preserving sampling for deep manifold sampler
ML for protein engineering seminar series
467 views • 1 year ago
45:31
Machine-learning guided engineering of fatty acyl-ACP reductases
ML for protein engineering seminar series
793 views • 1 year ago
58:45
Conformal prediction under feedback covariate shift for biomolecular design
ML for protein engineering seminar series
1K views • 1 year ago
53:42
Robust deep learning based protein sequence design using ProteinMPNN
ML for protein engineering seminar series
13K views • 1 year ago
Load More