Blog Posts | Joshua Berkowitz

15 Articles

Chemistry ×

FlowER: MIT's Chemical Reaction Predictior with Generative AI

MIT researchers are developing a generative AI system that not only predicts chemical reactions but does so while adhering to the physical laws that govern real-world chemistry. Modeling chemical reac...

Chemical reactions Chemistry Electron conservation Generative AI Machine learning Materials discovery Open source Reaction prediction

Sep 16, 2025

0 2706

News

Introducing SyntheMol-RL An Antibiotic Discovery Powered by Artificial Intelligence

The escalating crisis of antibiotic resistance presents one of the most urgent threats to global public health, with millions of deaths linked to drug-resistant bacterial infections annually. Among th...

Artificial Intelligence Chemistry drug discovery

Jun 24, 2025

0 4697

Research Reviews

Can You Escape da Vinci’s Curse? A Chemistry Escape Room for Skills Consolidation

Educators are increasingly seeking innovative approaches to make learning more interactive and effective. One such approach is game-based learning, an active pedagogical method where learning is facil...

Chemistry Education

May 23, 2025

0 3146

Research Reviews

CACTUS: Connecting Large Language Models and Cheminformatics for Molecular Discovery

Large language models (LLMs) have demonstrated considerable capabilities across various fields. However, a significant limitation is their lack of ability to access and reason over specialized, domain...

AI AI agents Chemistry

May 19, 2025

0 3938

Research Reviews

Benchtop NMR Spectroscopy: A Step Toward Widely Accessible Lipoprotein Analysis

Researchers have successfully adapted high-field nuclear magnetic resonance (NMR) technology for comprehensive lipoprotein analysis to more accessible benchtop systems. This breakthrough paves the way...

Chemistry

May 14, 2025

0 3597

Research Reviews

A New Class of Novel Antibiotics Shows Promise Against Drug Resistant Strains

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 24, 2025

0 1331

Quick Research Reviews

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 4455

Research Reviews

Recycling of Post-Consumer Waste Polystyrene Using Commercial Plastic Additives

Discover the groundbreaking research on photothermal conversion that's transforming the way we recycle plastic waste! In this video, we explore how scientists are using carbon black as a photothermal ...

Chemistry

Apr 9, 2025

0 3729

Quick Research Reviews

AI Meets Drug Discovery: How Machine Learning is Unlocking Chemical Space

Full Review 🚀 Revolutionizing Drug Discovery with Machine Learning! 🧬💻 🔬 In this video, we explore a groundbreaking study published in Nature Computational Science that combines machine learning (ML) ...

Artificial Intelligence Chemistry

Apr 9, 2025

0 2915

Quick Research Reviews

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 2992

Research Reviews

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 4983

Research Reviews

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 5071

Research Reviews

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