Research Reviews | Joshua Berkowitz

7 Articles

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Advances in Lab Grown Tooth Replacement Techniques

Joshua Berkowitz

Advances in Lab Grown Tooth Replacement Techniques

Tooth loss is a widespread oral health issue that significantly impacts individuals' lives by affecting chewing, speaking, and overall well-being. Although current replacement methods like dentures an...

Biology Chemistry

Apr 22, 2025

0 374

Research Reviews

Automated Drug Discovery using Multifidelity Bayesian Optimization

Joshua Berkowitz

Automated Drug Discovery using Multifidelity Bayesian Optimization

This research introduces a multifidelity Bayesian optimization (MF-BO) approach to accelerate the automated discovery of drug molecules by effectively leveraging experimental data of varying costs and...

Chemistry Computer Science NIH Funded

Apr 6, 2025

0 264

Research Reviews

Joshua Berkowitz

A New Weapon Against Superbugs: Scientists Discover Lariocidin, a Lasso Peptide That Stops Bacteria in Their Tracks

Common infections become deadly because the bacteria causing them have learned to resist our best medicines. This is the growing crisis of antibiotic resistance . Scientists are urgently looking for n...

Chemistry Medicine NIH Funded

Apr 5, 2025

0 913

Research Reviews

Joshua Berkowitz

Google Deepmind Launches Open Source TxGemma for Drug Development

Researchers from Google Deepmind have introduced TxGemma, a suite of efficient, generalist large language models (LLMs) designed to address the costly and high-risk nature of therapeutic drug developm...

Artificial Intelligence Chemistry

Apr 2, 2025

0 781

Research Reviews

Joshua Berkowitz

Empowering LLMs with Tools For Drug Discovery

This research introduces ChemCrow , an advanced Large Language Model (LLM) integrated with chemistry-specific computational tools designed to enhance the capability of handling complex chemistry tasks...

Artificial Intelligence Chemistry

Mar 24, 2025

0 891

Research Reviews

Joshua Berkowitz

Revolutionizing Polystyrene Recycling Through Photothermal Conversion

The increasing accumulation of plastic waste , particularly black polystyrene, has posed significant environmental challenges due to its poor recyclability. A recent NIH funded study by Oh et al. (202...

Chemistry

Mar 18, 2025

0 847

Research Reviews

Joshua Berkowitz

Rapid Traversal of Vast Chemical Space Using Machine Learning-guided Docking Screens

The exponential growth of make-on-demand chemical libraries offers unprecedented opportunities for early drug discovery. However, screening these multi-billion-scale (potentially multi-trillion soon) ...

Chemistry Computer Science Medicine

Mar 15, 2025

0 1034

Research Reviews