持续收集实验室、模型团队、产业媒体与开源项目的新信号。每条记录保留来源并直达原文。
A new Seattle-based research coalition, AI BioDesign, was announced on September 3, bringing together scientists from the University of Washington, the Allen Institute, and Fred Hutch Cancer Center. The post New Seattle-based coalition eme…
The IPD is collaborating with NVIDIA to deliver the accelerations necessary for protein design pipelines to meet global grand challenges The post Custom computing for the next generation of protein design first appeared on Institute for Pr…
Dr. Green Ahn joins the University of Washington Department of Biochemistry and the Institute for Protein Design as an Assistant Professor. The post A New Era for Protein Design in Oncology: Dr. Ahn Joins the IPD first appeared on Institut…
The computer-designed vaccine aims to protect against coronaviruses that haven't yet emerged, including pandemic threats The post First vaccine targeting SARS virus family enters human trials first appeared on Institute for Protein Design .
This foundation model for biodesign can generate proteins that interact with any type of molecule commonly found inside cells. The post RFdiffusion3 now available first appeared on Institute for Protein Design .
AI model that creates catalysts in weeks instead of years opens the door to degrading pollutants and building new medicines. The post RFdiffusion2: efficient enzymes from prompts first appeared on Institute for Protein Design .
Generating antibodies entirely on computers — no animal immunizations required — could unlock treatments for countless diseases. The post Teaching AI to build antibodies from scratch first appeared on Institute for Protein Design .
Combining the speed of mRNA and potency of design proteins yielded up to 28-fold more antibodies — and a platform technology that could transform how we respond to viral threats. The post Delivering protein nanoparticle vaccines via mRNA f…
Protein design is expanding from building single molecules to generating entire systems from scratch with parts that work together in ways nature never explored. The post Creating multi-protein systems with atomic precision first appeared…
Custom proteins made with AI bind disordered proteins and peptides with atomic precision. The post Hitting ‘undruggable’ disease targets first appeared on Institute for Protein Design .
This releases brings better compatibility between different implementations (HF / esm / mlx_lm) and allows use of a single set of model weights for all implementations. It also fixes multiple bugs mol_type compared against MOL_TYPE_NONPOLY…
Added support for FoldCP Added support for loading HF-style checkpoints (ESMFold2) Various minor bug-fixes
Added full support for ESMC and ESMFold2 Added test suite for both ESMC and ESMFold2 Added compatibility layer for huggingface port of ESMC and ESMFold2 Maintained back compatibility with legacy models such as ESMC and support legacy model…
Version 3.0.4 makes AlphaFold 3 runnable on CPU-only machines and on Apple Silicon. Moreover, there are some performance improvements and small bug fixes. We thank everyone who reported issues, proposed new features, and submitted PRs! Cha…
This marks the first release from BioNeMo Recipes, a lighter-weight version of the BioNeMo model training framework which demonstrates NVIDIA-optimized reference architectures for biological foundation models. This release drops support fo…
Version 3.0.3 changes the AlphaFold 3 code license from CC BY-NC-SA 4.0 to Apache 2.0. Moreover, it provides bug fixes and a performance improvement for large inputs. We thank everyone who reported issues, proposed new features, and submit…
mga esm v3.2.4.a2
Version 3.0.2 provides new features, improves performance, improves documentation, and fixes bugs. AlphaFold v3.0.2 supports NVIDIA Blackwell GPUs out of the box. We thank everyone who reported issues, proposed new features, and submitted…
What's changed 🚀 Key Highlights • Protenix-v2 Model Released: Introduced protenix-v2, an enhanced-capacity model (464M parameters). It delivers significant accuracy improvements in predicting challenging antibody-antigen complex structures…
What's changed Check if current directory is writable before compiling layer_norm cuda extension Fallback to torch cache directory if not writable
What's changed Add a include_discont_poly_poly_bonds switch for protenix json command
What's Changed Triton fused ops for dropout residual are now disabled by default as they cause a slight drop in foldbench performance. They can be enabled via the FUSED_DROPOUT_RESIDUAL environment variable.
What's Changed Add protenix/version.py to store version string Update setup.py to read version dynamically Update runner/batch_inference.py to use shared version Expose version in protenix/ init .py
Signed-off-by: Timur Rvachov trvachov@nvidia.com
Release Notes - ESM 3.2.3 bugfix: added chain ids to MolecularComplex bugfix: use biotite for mmcif conversion in MolecularComplex bugfix: updated sequence filtering in esm/utils/msa/filter_sequences.py for better handling of edge cases
Updates & Improvements Evo2 model improvements: Context, tensor and data parallelism support in the prediction endpoint as well as support for context lengths over 8192 #1123 . Fixes #910 and #1048 . LoRA fine-tuning by @gabenavarro : #980…
What's Changed fix: redundant PoseBustersPotential bounds by @simonlevine in #478 Fix help message in --use_potentials flag by @Alberto024 in #487 Minor simplification of Diffusion Loss by @shenoynikhil in #486 Fix: update filter_inputs_af…
NVIDIA BioNeMo Framework v2.7rc1
Merge branch 'main' into release-v2.7rc1
Highlight Fixes for contact and pocket conditioning which was not fully functional for Boltz2 New potentials Kernels are now optional to avoid installation issues on non-linux platforms New security features for use of the MSA server (than…
New Features This release introduces two novel kernels from NVIDIA for the triangular attention and triangular multiplication layers, achieve 2x speedup and large memory savings! Changes The kernels are on by default for CUDA users with Am…
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What's Changed reflect python >= 3.10 in readme by @arogozhnikov in #316 Misc. improvements to templates by @wukevin in #315 Remove incorrect check on template bounds by @wukevin in #323 Use centralized downloading logic for RCSB by @wukev…
What's Changed Major changes Template support by @wukevin in #300 Support for subsampling different MSAs at each recycle and running multiple trunks by @wukevin in #302 #305 #306 Minor changes Update README.md, mention L40s (48 GB is enoug…
Version 3.0.1 provides new features, improves performance, improves documentation, and fixes bugs. We thank everyone who reported issues, proposed new features, and submitted PRs! Change log Below is a selection of new features, performanc…
This release accumulates improvements over the past two weeks: Better CIFs and better output names, bugfix for multiple ligands, lower memory consumption by default, arbitrary number of diffusion samples; What's Changed CLI command to merg…
What's Changed Minor fixes to glycan parsing by @wukevin in #219 Additional fixes for glycans by @wukevin in #221 (tag and release were updated because previous did not deploy correctly to pypi) Full Changelog : v0.5.0...v0.5.1
What's Changed Major changes Support for specifying covalent bonds and glycans by @wukevin in #205 Improve colabfold MSAs to include unpaired MSA hits by @wukevin in #213 Minor changes Don't warn on missing MSAs for non-protein entities. b…
Initial release of AlphaFold 3. PiperOrigin-RevId: 695257954
Hopkins students rethink who gets to do protein engineering The Johns Hopkins News-Letter
UW protein institute run by Nobel winner lands giant AI cloud grant from Nvidia CEO's foundation GeekWire
Twist Bioscience: Valuation Stretched As AI Drug Discovery Hype Outpaces Reality (TWST) Seeking Alpha
Institute for Protein Design receives AI computing power UW Medicine | Newsroom
Global AI protein design contest puts 12,000 computer-made cancer binders to the test in living T cells Bioengineer.org
Alphabet's AI Drug Discovery Unit Isomorphic Labs Reportedly Seeking Funding at $40 Billion Valuation BigGo Finance
AI Drug Discovery's Next Winners: Follow the Lab Spending Moomoo
Alphabet's Isomorphic Labs in funding talks at $40 billion valuation as AI drug discovery accelerates streamlinefeed.co.ke
Scientists use generative AI to build better proteins for editing DNA The Brighter Side of News
Rivercell Secures €22 Million for AI Drug Discovery Engine n24.com.tr
A More Efficient Approach to Cancer-Fighting Protein Design Harvard University
Replicating the "Semiconductor Moment": An AI Drug Discovery Version of the "Bottleneck Trade" Is Taking Shape—Who Will Be the Next "Shovel Seller"? 富途牛牛
Twist Bioscience (TWST) Stock Rallies On AI Drug Discovery Deals And Target Hikes Timothy Sykes
DeepMind unveils AI system that designs enzymes no living cell ever made Startup Fortune
AlphaFold Structures Turn Light-Sensitive Protein Variants Into Predictable Molecular Maps Bioengineer.org
AI in Protein Engineering Market worth $3.82 billion by 2031 - Exclusive Report by MarketsandMarkets™ Yahoo Finance
AI in Protein Engineering Market worth $3.82 billion by 2031 MarketsandMarkets
AI in Protein Engineering Market Report 2026-2031, By Tools, Application, and Geo MarketsandMarkets
AI Drug Discovery Is Becoming a Bottleneck Trade Howl.link
Pooled AlphaFold3 screening maps a bacterium’s protein interactions 100 times faster Bioengineer.org
Google DeepMind develops watermark for AI generated proteins dqindia.com
Hansa Biopharma and Cradle partner to apply AI-driven protein design to autoimmune disease drugs Dealroom
Google tests AI watermarks for proteins with SynthID Bio The Rundown AI
BioMarin taps Profluent AI models for novel enzyme therapies AllSci
PCR-Only Protein Engineering Platform Skips Bacteria and Builds Better Biosensors in a Day Bioengineer.org
Hansa Biopharma Taps Cradle’s AI Platform to Speed Autoimmune Drug Discovery tipranks.com
Google DeepMind Develops AI Protein Watermarking for Bio-Security 조선일보
The AI Tools Speeding Up Drug Discovery Come With Risky Fine Print Foley Hoag
Talus Bio looks beyond protein structures with new AI drug discovery model FirstWord Pharma
Talus Bio Launches Ptarmigan-1, the First Structure-Free AI Model for Proteome-Wide Drug Discovery BioSpace
Hansa Biopharma, Cradle Partner on AI-Driven Protein Engineering for Novel Therapeutics Contract Pharma
Google DeepMind watermarks AI-generated protein as company chief AI scientist Demis Hassabis flags Biosec The Times of India
‘An important piece of the puzzle’: DeepMind watermarks AI proteins The Next Web
AI Model Reads Proteins in Parallel to Predict How Mutations Reshape Stability Bioengineer.org
SynthID Bio protein watermark: how it works in AI NeoTeo
Hansa Biopharma Partners With Cradle To Advance AI-Driven Protein Design And Engineering TradingView
Topos Bio launches two AI models for hard-to-target proteins FirstWord Pharma
Donga ST and Galaxy Launch Joint Research on ADC Drug Discovery Based on AI Antibody Design 아시아경제
BioMarin brings Profluent's AI into enzyme therapy pipeline FirstWord Pharma
AlphaFold Database Adds 2,800+ Viruses to Help Prepare for Future Pandemics BioTecNika
Nobel Laureate Bets $94.6 Million on AI-Driven Protein Design Beyond Nature kucoin.com
No More Waiting for Natural Evolution: Nobel Laureate Backs $94.6M Bet on the Untrodden Path Beyond AlphaFold eu.36kr.com
AI Protein Design Market Size And Share Report, 2026-2033 grandviewresearch.com
The Claude effect: In AI drug discovery, commoditisation leads to collaboration pharmaphorum
BigHat Biosciences Closes $75M Series C Financing to Advance AI-Designed Therapeutics and Leading Agentic Data Platform for Rapid Protein Design AI Insider
AI agents target drug safety, protein discovery and secure health data analysis Manufacturing Chemist
New AlphaFold Database release adds viral protein complexes to support pandemic preparedness Phys.org
Twist Bioscience Stock Jumps On Lilly AI Drug Discovery Deal StocksToTrade
BigHat Biosciences Announces $75 Million Series C Financing to Advance AI-Designed Therapeutics and Leading Agentic Data Platform for Rapid Protein Design Business Wire
AlphaFold Cannot Save AI Drug Discovery: Key Limitations & Real-World Challenges 36 Kr
AlphaFold Adds Viral Protein Complexes for Pandemic Prep Mirage News
NIS and Proteos launch TrueCourse Biosciences to support AI drug discovery Manufacturing Chemist
AI Antibody Challenge Highlights Computational Protein Design Technology Networks
The AlphaFold judge who built an AI drug company 헤럴드경제
Connecting AI Protein Design with Experimental Data the-scientist.com
Anthropic and Adaptyv Bio launch protein design competition with 5,000+ experimental validations Dealroom
AI drug discovery: Focusing on what matters most McKinsey & Company
Nvidia-Backed AI Drug Discovery Company Iambic Therapeutics Files for Nasdaq IPO, to Use Proceeds for Cancer Drug Development Yahoo Finance
Protein Engineering Market Size, Share, Growth, Report, 2034 Fortune Business Insights
Iambic, AbbVie partner on AI drug discovery MobiHealthNews
Anthropic & ByteDance Enter AI Drug Discovery: The "Next Coding" Faces Critical Data Bottlenecks eu.36kr.com
Novo & Anthropic: Partnering on Claude AI Drug Discovery Healthcare Digital
He Won the Nobel Prize for Protein Design. Now He Uses AI to Create Molecules Not Found in Nature WIRED
Claude speeds up 30 biology models and cuts protein design costs 100x Pasquale Pillitteri
ByteDance Spins Off AI Drug Discovery Unit; Anew Labs Secures $290 Million in First Funding Round BigGo Finance
How Anthropic & Novo Will Use Claude AI for Drug Discovery AI Magazine
Novo Nordisk Partners with Anthropic, ByteDance Spin-off Anew Labs Raises $290 Million, Igniting AI Drug Discovery Stocks BigGo Finance
AI Drug Discovery Demand Surges: Synthetic Biology Leader Expects Orders to Double to $100 Million Next Year BigGo Finance
Aldo Vidinha on AI Drug Discovery: Faster Molecules, Unchanged Attrition marketsherald.com
Zymo Research Ranks Among Top Performers in International AI Antibody Design Challenge PR Newswire
ByteDance's Anew Labs raises $290M for AI drug discovery at $1.5B valuation Dealroom
Anthropic and Danish Company behind Ozempic announce AI drug discovery collaboration Washington Examiner
Enveda Is Launching the Next AlphaFold Contest. This Time, to Solve the Structures of 90% of Biological Molecules That No One Can Identify. Yahoo Finance
How AI BioDesign Will Harness Nature’s Principles for Drug Discovery Technology Networks
SimpleDesign protein design: Apple’s AI model explained Tbreak UAE
Apple researchers unveil SimpleDesign, a new AI model for protein design 9to5Mac
GPT-6 Topped Rankings: The Groundbreaking AI Antibody Prediction Powerhouse – A Stunning Breakthrough Since AlphaFold 36Kr
Beyond AI Drug Discovery: Astromech and the Rise of Predictive Biology Inverse
Test of AlphaFold 3 exposes limitations in amyloid structure prediction models Labmate Online
OpenProtein.AI Selected to Build Next-Generation Protein Foundation Models Under DARPA Program SynBioBeta
Breaking through AlphaFold's limits to predict how proteins change shape Phys.org
This 24-Year-Old From Bengaluru Is Betting Against Expensive AI Drug Discovery analyticsindiamag.com
Swiss Biotech Nerai Bioscience Develops AI-Powered High-Throughput Protein Engineering for Novel CRISPR Gene Editing Tools | Top 100 Swiss Innovations eu.36kr.com
NVIDIA 与 Google DeepMind、EMBL-EBI 等全球研究机构合作，通过 AlphaFold Database 开放发布 2800 多种病毒的蛋白复合物预测 3D 结构，旨在为下一次疫情储备知识。