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mims-harvard
tooluniverse

Democratizing AI scientists with ToolUniverse

225K 1K 200
FlynnLachendro
methods-mcp

Lightweight, on-demand MCP server for structured methods extraction and reproducibility heuristics on academic papers.

3K 0 0
zimoliao
scholaraio

Scholar All-In-One: A research infrastructure for AI agents

795 408 61
vijayvkrishnan
openmix

Open-source framework for computational formulation science from ingredient validation to autonomous mixture optimization. The missing infrastructure layer between single-molecule tools (RDKit) and real-world formulation.

570 4 0
rmovva
hypothesaes

HypotheSAEs: hypothesizing interpretable relationships in text datasets using sparse autoencoders. https://arxiv.org/abs/2502.04382

556 84 24
Just-Curieous
curie-ai

A package for scientific research experimentation agent

536 352 29
ischemist
retrocast

a framework for ingesting, validating, canonicalizing, and adapting retrosynthesis model outputs to a unified benchmark standard.

438 23 3
x66ccff
psrn

[𝐍𝐚𝐭𝐮𝐫𝐞 𝐂𝐨𝐦𝐩𝐮𝐭𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐒𝐜𝐢𝐞𝐧𝐜𝐞] ⚡️ PSE/PSRN: Fast and efficient symbolic expression discovery through parallelized symbolic enumeration. Evaluates millions of expressions simultaneously on GPU with automated subtree reuse.

310 22 3
snap-stanford
popper-agent

Automated Hypothesis Testing with Agentic Sequential Falsifications

111 253 29
PaddlePaddle
ppcfd

PaddleCFD is a deep learning toolkit for surrogate modeling, equation discovery, shape optimization and flow-control strategy discovery in the field of fluid mechanics.

78 61 20
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