Hacker News with Generative AI: Scientific Research

Paper2Code: Automating Code Generation from Scientific Papers (arxiv.org)
Despite the rapid growth of machine learning research, corresponding code implementations are often unavailable, making it slow and labor-intensive for researchers to reproduce results and build upon prior work.
Machine Learning, Scientific Research, Code Generation, Reproducibility
111 points by Jerry2 16 hours ago | 20 comments
White House Proposal Could Gut Climate Modeling the World Depends On (propublica.org)
Proposed cuts to the National Oceanic and Atmospheric Administration, the agency whose weather and climate research touches almost every facet of American life, are targeting a 57-year-old partnership between Princeton University and the U.S. government that produces what many consider the world’s most advanced climate modeling and forecasting systems.
Climate Change, Government Funding, Scientific Research, United States
15 points by hn_acker 2 days ago | 0 comments
Ultra-precision formation flying demonstration for space-based interferometry (arxiv.org)
We propose SILVIA (Space Interferometer Laboratory Voyaging towards Innovative Applications), a mission concept designed to demonstrate ultra-precision formation flying between three spacecraft separated by 100 m.
Space Exploration, Technology, Aerospace Engineering, Astronomy, Scientific Research
70 points by PaulHoule 4 days ago | 23 comments
Boltz-1 (github.com/jwohlwend)
Boltz-1 is the state-of-the-art open-source model to predict biomolecular structures containing combinations of proteins, RNA, DNA, and other molecules. It also supports modified residues, covalent ligands and glycans, as well as conditioning the prediction on specified interaction pockets or contacts.
Biotechnology, Artificial Intelligence, Open Source, Scientific Research, Machine Learning
14 points by gone35 14 days ago | 1 comments
New science results and exclusive data from the Euclid space telescope (euclid-ec.org)
Today, the Euclid Consortium (EC) releases scientific papers and exclusive data based on observations made by the Euclid space telescope.
Space Exploration, Astronomy, Data Release, Scientific Research
7 points by croes 38 days ago | 0 comments
Laser-based device can scan almost any sample of gas and tell you what's in it (phys.org)
A team of physicists at CU Boulder and the National Institute of Standards and Technology (NIST) have achieved a similar feat of sensing, only for a much wider range of substances.
Physics, Spectroscopy, Gas Analysis, Scientific Research
143 points by PaulHoule 50 days ago | 84 comments
Segment Anything for Microscopy (nature.com)
Accurate segmentation of objects in microscopy images remains a bottleneck for many researchers despite the number of tools developed for this purpose.
Microscopy, Image Segmentation, Computer Vision, Scientific Research
3 points by bookofjoe 71 days ago | 0 comments
Sea level in Honolulu (1905-2025) has been 1.56mm per year (noaa.gov)
The relative sea level trend is #trendmmyr millimeters/year with a 95% confidenceinterval of +/- #sterrmmy mm/yr based on monthly mean sea level data from #startyear to #endyear which is equivalent to a change of feet in 100 years.
Climate Change, Hawaii, Data Analysis, Scientific Research
7 points by vixen99 76 days ago | 2 comments
CERN's open source heritage: Building blocks to share (cern.ch)
The European Organization for Nuclear Research, known as CERN, has long been a driving force in scientific discovery and technological advancement. Beyond its groundbreaking research, CERN has also quietly championed open-source software for decades. But how to measure CERN’s impact on the global open-source community?
CERN, Open Source, Technology, Scientific Research
37 points by pabs3 79 days ago | 1 comments
Implementing a linear collider facility at CERN (linearcollider.org)
The previous iteration of the European Strategy for Particle Physics (ESPP) gave as its first recommendation: “An electron-positron Higgs factory is the highest-priority next collider.”
Physics, CERN, Particle Accelerators, Scientific Research
41 points by elashri 81 days ago | 6 comments
Exploring Nine Simultaneous Transients on April 12th, 1950 (2021) (nature.com)
Astronomy, Scientific Research, History, Data Analysis, 1950s
32 points by jandrewrogers 83 days ago | 5 comments
The color and color-patterns of moths and butterflies (1897) (publicdomainreview.org)
Although better known for his study of marine life, Alfred G. Mayer began his career in the natural sciences researching insects.
Insects, Biology, History, Scientific Research
22 points by prismatic 96 days ago | 0 comments
The deeper under the Earth's surface, the more species you can find (arstechnica.com)
No matter how deep we dig, we keep finding life.
Biology, Earth Science, Discovery, Scientific Research
46 points by pseudolus 96 days ago | 20 comments
Show HN: TabPFN v2 – A SOTA foundation model for small tabular data (nature.com)
Tabular data, spreadsheets organized in rows and columns, are ubiquitous across scientific fields, from biomedicine to particle physics to economics and climate science1,2.
Machine Learning, Tabular Data, Foundation Models, Scientific Research
153 points by onasta 107 days ago | 44 comments
Thermodynamic model identifies how gold reaches Earth's surface (phys.org)
A research team including a University of Michigan scientist has discovered a new gold-sulfur complex that helps researchers understand how gold deposits are formed.
Geology, Chemistry, Gold, Earth Science, Scientific Research
70 points by wglb 120 days ago | 8 comments
Supernovae Evidence for Foundational Change to Cosmological Models (arxiv.org)
We present a new, cosmologically model-independent, statistical analysis of the Pantheon+ type Ia supernovae spectroscopic dataset, improving a standard methodology adopted by Lane et al.
Astronomy, Supernovae, Cosmology, Scientific Research
107 points by jandrewrogers 124 days ago | 74 comments
Molecular machines that loop chromosomes also twist DNA (phys.org)
Scientists from the Kavli Institute of Delft University of Technology and the IMP Vienna Biocenter have discovered a new property of the molecular motors that shape our chromosomes.
Genetics, Molecular Biology, DNA, Chromosomes, Scientific Research
53 points by wglb 133 days ago | 10 comments
Show HN: ESM C, setting a new state of the art for protein language models (evolutionaryscale.ai)
Today we’re introducing ESM Cambrian, a next generation language model trained on protein sequences at the scale of life on Earth. ESM C models define a new state of the art for protein representation learning.
Machine Learning, Biology, Proteins, Scientific Research
11 points by ebetica0 143 days ago | 1 comments
The impact of the cosmological constant on past and future star formation (academic.oup.com)
We present an extended analytical model for cosmic star formation, with the aim of investigating the impact of cosmological parameters on the star formation history within the \$\Lambda\$CDM paradigm.
Cosmology, Astrophysics, Star Formation, Scientific Research, Lambda-CDM Model
24 points by bookofjoe 153 days ago | 5 comments
AI for real-time fusion plasma behavior prediction and manipulation (control.princeton.edu)
A non-linear complex system governed by multi-spatial and multi-temporal physics scales cannot be fully understood with a single diagnostic, because each diagnostic provides only a partial view and much information is lost while extracting physical quantities from its raw measurements.
Artificial Intelligence, Plasma Physics, Fusion Energy, Scientific Research
274 points by agomez314 170 days ago | 155 comments
Phase transitions in random circuit sampling [pdf] (nature.com)
Quantum Computing, Physics, Scientific Research
28 points by lawrenceyan 198 days ago | 0 comments
We need to build the GitHub of scientific data (vishnurnair.substack.com)
I was reading this article published in 2017. It had a bold claim. A scientific dataset's odds of being available drop by 17% each year. That's not just bad. It's a crisis.
Data Sharing, Scientific Research, Open Source
17 points by vishnurnair 212 days ago | 14 comments
GPT-fabricated scientific papers on Google Scholar (hks.harvard.edu)
Academic journals, archives, and repositories are seeing an increasing number of questionable research papers clearly produced using generative AI. They are often created with widely available, general-purpose AI applications, most likely ChatGPT, and mimic scientific writing. Google Scholar easily locates and lists these questionable papers alongside reputable, quality-controlled research. Our analysis of a selection of questionable GPT-fabricated scientific papers found in Google Scholar shows that many are about applied, often controversial topics susceptible to disinformation: the environment, health, and computing. The resulting enhanced potential for malicious manipulation of society’s evidence base, particularly in politically divisive domains, is a growing concern.
Generative AI, Scientific Research, Disinformation, Academic Publishing, Google Scholar
213 points by celadevra_ 230 days ago | 99 comments
Jacquard lab notebook: Version control and provenance for empirical research (inkandswitch.com)
Scientific papers straddle two worlds. They’re thoughtfully crafted prose documents, but they’re also _computational_ documents containing data analyses and visualizations. Today, the prose and computational parts of a paper often live in different environments and tools, which causes friction for teams of scientists.
Scientific Research, Version Control, Data Science
98 points by surprisetalk 234 days ago | 24 comments
The first nuclear clock will test if fundamental constants change (quantamagazine.org)
An ultra-precise measurement of a transition in the hearts of thorium atoms gives physicists a tool to probe the forces that bind the universe.
Physics, Fundamental Constants, Atomic Physics, Scientific Research, Time Measurement
288 points by beefman 234 days ago | 182 comments
Radiance Cascades: A Novel High-Res Sol. For Multidim Non-LTE Radiative Transfer (arxiv.org)
Astrophysics, Radiative Transfer, Scientific Research, Software
24 points by jasonjmcghee 238 days ago | 7 comments
A high energy hadron collider on the Moon (iopscience.iop.org)
Physics, Space Exploration, Engineering, Scientific Research
52 points by occamschainsaw 258 days ago | 67 comments
Substantial Risk of Atlantic Circulation Tipping Under Moderate Climate Change (arxiv.org)
Climate Change, Oceanography, Scientific Research, Earth Sciences
5 points by OutOfHere 269 days ago | 0 comments
Launch HN: Undermind (YC S24) – AI agent for discovering scientific papers (ycombinator.com)
Artificial Intelligence, Scientific Research, Y Combinator
292 points by jramette 275 days ago | 126 comments
Rapid protein evolution by few-shot learning with a protein language model (biorxiv.org)
AI, Biology, Machine Learning, Scientific Research
3 points by birriel 281 days ago | 0 comments