scientific computing and deep-tech tools

Recent window: last 5.3 months (2026-04-28 → 2026-10-05), compared with the prior 5.3 months.

horizontal · 99 members · Data as of 2026-10-08

These products provide specialized libraries, algorithms, and low-level utilities for fields like quantum chemistry, biomolecular modeling, cryptography, and hardware circuit design. They are primarily used by researchers, scientific software engineers, and specialized developers. Unlike general developer tools, this cluster centers on computationally intensive, mathematically rigorous, and deep-tech domain applications.

Metrics

Stage: heating
Recent count: 71
Prior count: 23
Total count: 99
Momentum: 208.70
Attention: 0.38
Crowding: 0.28
Concentration: 0.82
Opportunity: 0.51

Opportunity components

Attention: 0.38
Low crowding: 0.72
Momentum (normalized): 0.77
Low concentration: 0.18

Source split

github: 47 (0.66)
hn: 12 (0.17)
ph: 11 (0.15)
yc: 1 (0.01)

Dominant source: github · Divergence: 0.65

Similar niches

algorithmic and scientific computing tools (0.47)
developer infrastructure and networking utilities (0.45)
AI infrastructure and inference optimization (0.44)
experimental AI and simulation tools (0.43)
autonomous agent research and frameworks (0.42)
specialized AI models and agent skills (0.41)
engineering simulation and CAD tools (0.40)
experimental transformer and ML research (0.39)

Monthly trajectory

Members

Name	Source	Upvotes ▼	Launched
uplifting-biomolecular-modeling	GITHUB	263	2026-09-17
gezi-quark-downloader	GITHUB	199	2026-10-04
A nibble-oriented CPU in Verilog to build a scientific calculator	HN	119	2026-05-15
High-Performance Wavelet Matrix for Python, Implemented in Rust	HN	93	2025-12-17
Kara: Making Diamond an Engineering Material	YC	85	2026-08-11
zkGolf	HN	69	2026-07-02
SIMD Viterbi Decoder in Rust	HN	64	2026-08-04
I Ching simulator with accurate Yarrow Stalk probabilities	HN	63	2025-12-14
Front End Fuzzy and Substring and Prefix Search	HN	56	2025-10-29
scuttle	GITHUB	55	2026-09-23
Differentiable Quantum Chemistry	HN	52	2026-01-17
openqarp	GITHUB	49	2026-09-14
AttaLambda: a language where types and data are made of untyped lambdas	HN	44	2026-09-14
compensated-magnet-ledger	GITHUB	42	2026-10-04
Qthermo	GITHUB	42	2026-09-11
Triple-HTF-Bollinger-Bands-Strategy-5m-15m-1h	GITHUB	42	2026-10-05
giga-embeddings-10B-A1.8B_hybrid	GITHUB	41	2026-09-25
zubit-protocol	GITHUB	32	2026-09-28
Jev-Quantum	GITHUB	31	2026-09-21
Quantum Tunnel	HN	30	2026-01-04
Jiggle-or-Physics	GITHUB	29	2026-09-28
fast-long-context	GITHUB	29	2026-09-20
SymDerive	HN	26	2026-02-01
minojev	GITHUB	25	2026-09-18
Think Turing Complete, but you write the circuits in TypeScript (WIP)	HN	22	2026-09-02
Higher-dimensional lattices unfolded into the 2D plane	HN	18	2026-08-06
Zero-power photonic language model–code	HN	18	2025-11-29
I built a lite LPU that can do inference on Karpathy's MicroGPT	HN	18	2026-08-24
pku_quantllm	GITHUB	18	2026-09-11
srl-lab-builder	GITHUB	17	2026-09-28
spinlens	GITHUB	16	2026-09-30
perftest-vk	GITHUB	15	2026-09-29
pi-orbs	GITHUB	15	2026-10-02
Cajal: Scaling Formal Verification for Scientific Discovery	YC	15	2026-02-24
aes	GITHUB	14	2026-09-12
Gayatri-Tutor-ChemistryDemo	GITHUB	14	2026-09-23
Qumulator	HN	14	2026-04-27
I built a hardware quantum RNG and wired it into a Magic 8-Ball	HN	13	2026-06-26
Going from 1+1=2 to Quantum Mechanics	HN	13	2026-06-01
backline	GITHUB	13	2026-09-09
sirius	GITHUB	12	2026-09-15
Jiggle-or-Physics	GITHUB	11	2026-10-02
Open-source distributed quantum compute network	HN	11	2026-04-02
Combinators in Array Languages	HN	11	2026-09-21
atomic-bomberman	GITHUB	10	2026-10-04
Vaghenu, a meter aware sloka-to-chant, TTS for Sanskrit	HN	10	2026-06-30
Logos of Aether	HN	10	2026-01-05
Coda — Natural language quantum computing	YC	10	2026-01-21
Does Information Density Cause Time Dilation?	HN	10	2025-12-24
Bonsai-27B-NInfer	GITHUB	10	2026-09-24