Lmst

New #openaccess publication #SciPost #Physics

Generative unfolding with distribution mapping

Anja Butter, Sascha Diefenbacher, Nathan Huetsch, Vinicius Mikuni, Benjamin Nachman, Sofia Palacios Schweitzer, Tilman Plehn
SciPost Phys. 18, 200 (2025)
https://scipost.org/SciPostPhys.18.6.200

#PRES #CNRS @sorbonne_univ_ @uniheidelberg #LPNHE #LBNL #UCBL
#NERSC

The Open Molecules 2025 effort required 6 billion compute hours to create Meta released a massive trove of chemistry data to supercharge scientific research o Built an #AI model that can speed up the time it takes to create new drugs and materials www.semafor.com/article/05/1... #HPC #LBNL

Meta releases new data set, AI...

New #openaccess publication #SciPost #Physics Core

Identifying the quantum properties of hadronic resonances using machine learning

Jakub Filipek, Shih-Chieh Hsu, John Kruper, Kirtimaan Mohan, Benjamin Nachman
SciPost Phys. Core 8, 039 (2025)
https://scipost.org/SciPostPhysCore.8.2.039

#WashingtonUniversity #MSU #LBNL #UCBL

New #openaccess publication #SciPost #Physics

Full event particle-level unfolding with variable-length latent variational diffusion

Alexander Shmakov, Kevin Greif, Michael James Fenton, Aishik Ghosh, Pierre Baldi, Daniel Whiteson
SciPost Phys. 18, 117 (2025)
https://scipost.org/SciPostPhys.18.4.117

#UCI #LBNL

New #openaccess publication #SciPost #Physics #Community_Reports

LHC EFT WG note: Basis for anomalous quartic gauge couplings

Gauthier Durieux, Grant N. Remmen, Nicholas L. Rodd, Oscar J. P. Éboli, Maria C. Gonzalez-Garcia, Dan Kondo, Hitoshi Murayama, Risshin Okabe
SciPost Phys. Comm. Rep. 6 (2025)
https://scipost.org/SciPostPhysCommRep.6

#UCL #NYU #LBNL #UCBL #USP #ICREA #SUNY #IPMU

New #openaccess publication #SciPost #Physics

The landscape of unfolding with machine learning

Nathan Huetsch, Javier Mariño Villadamigo, Alexander Shmakov, Sascha Diefenbacher, Vinicius Mikuni, Theo Heimel, Michael Fenton, Kevin Greif, Benjamin Nachman, Daniel Whiteson, Anja Butter, Tilman Plehn
SciPost Phys. 18, 070 (2025)
https://scipost.org/SciPostPhys.18.2.070

@uniheidelberg #UCI #LBNL #UCBL @sorbonne_univ_ #CNRS #ParisCité #LPNHE
#NERSC

#DOE #LBNL Releases Report on #DataCenter #Electricity Demand
Report estimates data center load growth tripled over past decade and is projected to double or triple by 2028. Report finds #datacenters consumed about 4.4% of #US electricity in 2023 and are expected to consume approximately 6.7 to 12% by 2028. The report indicates that total data center electricity usage climbed from 58 TWh in 2014 to 176 TWh in 2023 and estimates an increase between 325 to 580 TWh by 2028.
https://insidehpc.com/2024/12/doe-releases-report-on-data-center-electricity-demand/

New #openaccess publication #SciPost #Physics #Codebases

Tensor network Python (TeNPy) version 1

Johannes Hauschild et al.

Paper:
SciPost Phys. Codebases 41 (2024)
https://scipost.org/SciPostPhysCodeb.41

TeNPy v1.0:
SciPost Phys. Codebases 41-r1.0 (2024)
https://scipost.org/SciPostPhysCodeb.41-r1.0

#TUM #MCQST #UCBL #ETHZurich #Harvard #HUJI #MPQ #KentUniversity #UCSD #Fraunhofer #ITP #Cambridge @maxplanckgesellschaft #StAndrewsUniversity #RIKEN #PittsburghUniversity #LBNL

New #openaccess publication #SciPost #Physics

Towards a data-driven model of hadronization using normalizing flows

Christian Bierlich, Phil Ilten, Tony Menzo, Stephen Mrenna, Manuel Szewc, Michael K. Wilkinson, Ahmed Youssef, Jure Zupan
SciPost Phys. 17, 045 (2024)
https://scipost.org/SciPostPhys.17.2.045

#LundUniversity #UC #LBNL #UCBL #Fermilab

New #openaccess publication #SciPost #Physics

High-dimensional and permutation invariant anomaly detection

Vinicius Mikuni, Benjamin Nachman
SciPost Phys. 16, 062 (2024)
https://scipost.org/SciPostPhys.16.3.062

#LBNL #UCBL
#NERSC

The #LBNL #AMReX team will be hosting an AMReX tutorial in the #NERSC Performance Portability Series on March 14. (Free registration is required.)
https://www.nersc.gov/users/training/events/2024/performance-portability-series-amrex-mar2024/

don't ya just love it when a 2014 paper cites long gone URLs in the bibliography? More to the point (#astrodons?) anyone know if this exists anywhere?

M. Hart, and G.S. Smoot, Rhythms of the Universe, a 360°
Production in association with the Berkeley Center for
Cosmological Physics at the Lawrence Berkeley National
Laboratory, 2013. www.ustream.tv/recorded/39395730E.

#sonification #cosmology #LBNL #BCCP #astrophysics #itwasONLYtenyearsago

🤶 🎅 Carefully wrapped for you by the #openscience community at: #LBNL #DESY #CEA #LIDYL #LLNL #SLAC #CERN #IPP #LOA #CASUS #HZDR #TAW #UniHamburg #ANL + many more #opensource contributors <3

New #openaccess publication #SciPost #Physics Core

Snowmass2021 cosmic frontier white paper: Ultraheavy particle dark matter

Daniel Carney et al.
SciPost Phys. Core 6, 075 (2023)
https://scipost.org/SciPostPhysCore.6.4.075

#LBNL
#IISc
#UW
#CSU
#UnivStockholm
#PrincetonUniversity
#PI
#Queen'sUniversity
#CarletonUniversity
#UMCP
#UC
#LANL
#UH
#Fermilab
#PurdueUniversity
#KavliInstituteforParticleAstrophysicsandCosmology
#SLAC
#UCSC
#RiceUniversity
#UCBL
#DESY
#CERN
#SKKU
#UU
#UCSD
#UniversityofAdelaide

New #openaccess publication #SciPost #Physics

Lattice simulations of non-minimally coupled scalar fields in the Jordan frame

Daniel G. Figueroa, Adrien Florio, Toby Opferkuch, and Ben A. Stefanek
SciPost Phys. 15, 077 (2023)
https://scipost.org/SciPostPhys.15.3.077

#IFIC
#SUNY_Stony_Brook
#CERN
#LBNL
#UCBL
#UZH
#MINECO

HIRING: Scientific Data Engineer / Berkeley, CA 👉 https://ai-jobs.net/J63260/ #AI #MachineLearning #DataJobs #Biosciences #MLjobs #bigdata #DataScience #AIjobs #techjobs #hiringnow #job #LBNL #OpenMP #CUDA #pthreads #HPCjobs #BerkeleyCA #research #bioscience

Here's that initial #LK99 simulation and analysis paper that Sinead Griffin at #LBNL posted:

Origin of correlated isolated flat bands in copper-substituted lead phosphate apatite
https://arxiv.org/pdf/2307.16892.pdf

This is a bit more informative than the technical 'notes' in that 1st Kim-Kwon et al paper. Not having the drop everything reflex yet..just slightly uneasy. Hopefully #DOE has got a few gears turning. Now some #Wired coverage on excitement of the unwashed masses 😝👽
https://www.wired.com/story/inside-the-diy-race-to-replicate-lk-99/