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Journals

Nature Computational Science 2

1 SmileyLlama: modifying large language models for directed chemical space exploration Joseph M. Cavanagh, Kunyang Sun, Andrew Gritsevskiy, Dorian Bagni, Yingze Wang, Thomas D. Bannister, Teresa Head-Gordon 1 Scaling and quantization of a foundational deep learning model for network biology

Nature 8

1 Hantavirus outbreak exposes uncertainty about how disease spreads Mohana Basu, Rachel Fieldhouse 1 Audio long read: The air is full of DNA — here’s what scientists are using it for Aisling Irwin, Benjamin Thompson 1 The sleep paradox: why do humans sleep so little when we need it so much? Nathaniel J. Dominy 1 Elsevier vs Meta: first science publisher sues over scraped research papers Elizabeth Gibney 1 Giant map reveals thousands of cities worldwide with successful green policies Chris Simms 1 Best. Day. Ever. What does a good day in science look like? Virginia Gewin 1 Publisher Correction: Presymptomatic training mitigates functional deficits in a mouse model of Rett syndrome Nathan P. Achilly, Wei Wang, Huda Y. Zoghbi 1 Briefing Chat: Can’t focus? It’s not your attention span, it’s your notifications Nick Petrić Howe, Flora Graham

Nature Reviews Physics 3

5 Learning density functionals with differentiable DFT Antonius von Strachwitz 1 Black-hole thermodynamics Robert B. Mann 1 Global science in a changing world

Nature Machine Intelligence 2

2 Towards the explainability of protein language models Andrea Hunklinger, Noelia Ferruz 1 Re-thinking human–machine interaction and the governance of AI in the military domain Ingvild Bode, Katherine Chandler

Physical sciences : Nature Communications subject feeds 20

3 General workflow for localizing hydrides in metal nanoclusters by combining stochastic surface walking with neural-network potentials 2 Reversible three-dimensional chirality continuum enabled by luminomagnetic superstructure in gel 2 Non-equilibrium reducing flame aerosol process to create supported high-entropy alloy nanoparticles 2 Differentiable library-based inverse design of achromatic metalens for full-color near-eye displays 2 Origins of the hydrogen spillover effect in d-block metals 1 Sustained Direct Electro-epoxidation of Ethylene via a Strain-Gradient CuO–Ag Interface 1 Silk-Inspired Design and Manufacturing of Robust Plantymers 1 Construction of boron-stereogenic BODIPYs through organo-catalyzed enantioselective formal C(sp2)–O/O–H metathesis 1 Soft tactile chip with in-situ sensing for haptic rendering and reverse feedback enhanced gross to fine teleoperation 1 Chemo-divergent and regioselective branched cross-hydroalkenylation of electron-deficient olefins and vinylarenes directed by (NHC)Ni(II) catalysts 1 An organics-forward approach to searching for life on Mars 1 A RIG-I targeting nanozyme induces PANoptosis for cancer immunotherapy 1 Condensin I but not Condensin II is crucial for mitotic chromosome mechanics 1 The Ringed World: Saturn from Cassini to The James Webb Space Telescope 1 Mars' enigmatic interior —recent findings from InSight and open questions 1 Venus reawakening 1 Good vibrations: Exploring how orbital resonance shapes the Galilean moons 1 The Sun as a driver of the inner heliosphere: Modern investigations of fundamental plasma processes 1 The deep atmosphere of Jupiter 1 Pluto: dazzling, dynamic, and so not dead

Nature Reviews Materials 1

4 A closed-loop automated lab boosts perovskite performance Giulia Pacchioni

arXiv cond-mat 130

5 Fermi surface geometry and momentum dependent electron-phonon coupling drive the charge density wave in quasi-1D ZrTe$3$ Josu Diego, Matteo Calandra 5 LLM-Guided Open Hypothesis Learning from Autonomous Scanning Probe Microscopy Experiments Boris Slautin, Utkarsh Pratiush, Yu Liu, Kamyar Barakati, Sergei Kalinin 5 Evaluating Large Language Models in Scientific Discovery Zhangde Song, Jieyu Lu, Yuanqi Du, Botao Yu, Thomas M. Pruyn, Yue Huang, Kehan Guo, Xiuzhe Luo, Yuanhao Qu, Yi Qu, Yinkai Wang, Haorui Wang, Jeff Guo, Jingru Gan, Parshin Shojaee, Di Luo, Andres M Bran, Gen Li, Qiyuan Zhao, Shao-Xiong Lennon Luo, Yuxuan Zhang, Xiang Zou, Wanru Zhao, Yifan F. Zhang, Wucheng Zhang, Shunan Zheng, Saiyang Zhang, Sartaaj Takrim Khan, Mahyar Rajabi-Kochi, Samantha Paradi-Maropakis, Tony Baltoiu, Fengyu Xie, Tianyang Chen, Kexin Huang, Weiliang Luo, Meijing Fang, Xin Yang, Lixue Cheng, Jiajun He, Soha Hassoun, Xiangliang Zhang, Wei Wang, Chandan K. Reddy, Chao Zhang, Zhiling Zheng, Mengdi Wang, Le Cong, Carla P. Gomes, Chang-Yu Hsieh, Aditya Nandy, Philippe Schwaller, Heather J. Kulik, Haojun Jia, Huan Sun, Seyed Mohamad Moosavi, Chenru Duan 4 Hot biexcitons driven by extreme optical confinement Xinyi Wang, Kaushik Kudtarkar, Wenjing Wu, Yunjo Jeong, Yuxuan Cosmi Lin, Xiaofeng Qian, Junichiro Kono, Shengxi Huang, Shoufeng Lan 4 MatterSim-MT: A multi-task foundation model for in silico materials characterization Han Yang, Xixian Liu, Chenxi Hu, Yichi Zhou, Yu Shi, Chang Liu, Junfu Tan, Jielan Li, Guanzhi Li, Qian Wang, Yu Zhu, Zekun Chen, Shuizhou Chen, Fabian Thiemann, Claudio Zeni, Matthew Horton, Robert Pinsler, Andrew Fowler, Daniel Z\"ugner, Tian Xie, Lixin Sun, Yicheng Chen, Lingyu Kong, Yeqi Bai, Deniz Gunceler, Frank No\'e, Hongxia Hao, Ziheng Lu 4 Interfacial control of hot-carrier extraction and photostability in two-dimensional materials Claudia Gollner, Mohammad Taghinejad, Chenyi Xia, Zhepeng Zhang, Fang Liu, Francesco Laudani, Annette Foelske, Mark L. Brongersma, Andrew J. Mannix, Tony F. Heinz, Aaron Lindenberg 4 A review on scanning photocurrent microscopy and its application to one- and two-dimensional materials Talip Serkan Kas{\i}rga 4 Breaking the Trade-off: Bulk 2D Ising Superconductivity with High Tc and Giant Interlayer Spacing via a Unique Chain Intercalation in (BaS)1/3TaS2 Ziyi Zhu, Leiming Chen, Xiangqi Liu, Haonan Wang, Chen Xu, Ze Yan, Zhengyang Li, Wei Xia, Jiawei Luo, Na Yu, Xia Wang, Ke Qu, Zhenzhong Yang, Yanfeng Guo 4 Physics Aware Representation Learning on Electronic Charge Density for Materials Property Prediction Kammampati Sai Kumar, Albert Linda, Shubham Kumar Maurya, Somnath Bhowmick 4 Floquet second-order topological insulator in strained graphene Yu-Wen Xu, Xiaolin Wan, Zi-Ming Wang, Rui Wang, Dong-Hui Xu 4 Exploring the Physical Properties, Hydrogen Storage Capacity and Thermal Barrier Performance of LaMg2H7: A First-Principles Investigation Tanvir Khan, Md Hasan Shahriar Rifat, M. Ibrahim, J. H. Abir, Saptak Roy, S. H. Naqib 4 Ferroelectric domains in methylammonium lead iodide perovskite thin-films Holger R\"ohm, Tobias Leonhard, Michael J. Hoffmann, Alexander Colsmann 3 Noncollinear antiferromagnetic structure and physical properties of CrRhAs with distorted kagome lattice Chenglin Shang, Daye Xu, Bingxian Shi, Xuejuan Gui, Zhongcen Sun, Juanjuan Liu, Jinchen Wang, Hongxia Zhang, Hongliang Wang, Lijie Hao, Peng Cheng 3 Stochastic tensor contraction for quantum chemistry Jiace Sun, Garnet Kin-Lic Chan 3 Competing phases and domain structures of ferroelectric perovskites: the benefit of epitaxial (110) growth Lan-Tien Hsu, Takeshi Nishimatsu, Anna Gr\"unebohm 3 Disorder-induced proximate quantum spin ice phase in Pr2Sn2O7 Yi Luo, Brenden R. Ortiz, Miles Knudtson, Stephen D. Wilson, Jue Liu, Benjamin A. Frandsen, Si Athena Chen, Matthias D. Frontzek, Andrey A. Podlesnyak, Joseph A. M. Paddison, Adam A. Aczel 3 A polynomial GCD certificate for exact flat bands in finite-range Bloch Hamiltonians Ivan Damnjanovi\'c, Milan Damnjanovi\'c, Ivanka Milo\v{s}evi\'c, Dragan Stevanovi\'c 3 Finite-q photon-drag shift current in two-dimensional massive chiral Dirac fermions Rofii, Eddwi Hasdeo 3 Epitaxial growth of beta-bismuthene on Sb2Te3 Giorgia Sementilli, Arslan Masood, Fabio Ronci, Stefano Colonna, Marilena Carbone, Marco Papagno, Ziya S. Aliev, Evgueni V. Chulkov, Sergey V. Eremeev, and Roberto Flammini 3 Frustration of harmonic and solitonic helimagnetism on the body-centered tetragonal lattice of GdAlSi Ryota Nakano, Rinsuke Yamada, Oleg I. Utesov, Masaki Gen, Akiko Kikkawa, Hajime Sagayama, Hironori Nakao, Yasujiro Taguchi, Masashi Tokunaga, Taka-hisa Arima, Yoshinori Tokura, Se Kwon Kim, Max Hirschberger 3 Physics-informed operator learning for transferable energy-dissipative microstructure dynamics Jie Xiong, Yue Wu, Xuewei Zhou, Peishuo Zhao, Jiaming Zhu 3 Coherent Nonreciprocal Valley Transport in Dirac/Weyl Semimetals Can Yesilyurt 3 Topological superconductivity in a Hubbard model for twisted bilayer cuprates T. Vibert, D. S\'en\'echal 3 Disentangling bulk and surface electronic structure using targeted cleave planes in RuO$_2$ Maria H. Visscher, Sebastian Buchberger, Bruno Saika, Shu Mo, Lea Richter, Mats Leandersson, Craig Polley, Andrew P. Mackenzie, Phil D. C. King 3 Quantum spin liquid on a 3D bipartite lattice of spin trimers stabilized by enhanced effective anisotropy M. Gomil\v{s}ek, L. Mangin-Thro, T. Arh, S. Petit, B. Grenier, V. Simonet, M. Pregelj, A. Zorko, B. Koteswararao, B. -G. Jeon, B. Sana, Y. Furukawa, Y. Inagaki, T. Asano, C. Repellin, B. F{\aa}k, J. Ollivier, F. Fauth, C. V. Colin, E. Pachoud, V. Pomjakushin, J. S. Lord, H. Luetkens, K. -H. Kim, P. Khuntia 2 Nonlinear thermal and thermoelectric transport from quantum geometry Yuan Fang, Shouvik Sur, Yonglong Xie, Qimiao Si 2 Bootstrapping ground state properties of classical frustrated magnets Nisarga Paul, Gil Refael 2 Landau free energy and the absence of spontaneous magnetization of the one-dimensional Ising model Z. F. Zheng, R. K. Lin, J. M. Zhang 2 Diffusive transport from spatially correlated random phase kicks Pei Wang 2 Direct Experimental Test of Conformal Invariance via Grazing Scattering: A Proposal for X-ray and Neutron Experiments Alessandro Podo, Slava Rychkov 2 Does a Fractional Quantum Hall Edge Have a Protected Intrinsic Dipole Moment? Domagoj Perkovi\'c, Konstantinos Vasiliou, S. A. Parameswaran, Steven H. Simon 2 Majorana bound states in chiral ferromagnet-superconductor heterostructures revisited A. S. Slobodskoi, S. S. Apostoloff, I. S. Burmistrov 2 Fluctuation-driven chiral ferromagnetism Rokas Veitas, Ahmed Khalifa, Francisco Machado, Shubhayu Chatterjee 2 Nonadiabatic Theory of Phonon Magnetic Moments in Insulators and Metals Haoran Chen, Wenqin Chen, Kaijie Yang, Ting Cao, Di Xiao 2 Anomalous Phase-Coherence Scaling in a Quantum-Critical Dirac Semimetal Sana Nakamichi, Ryotaro Kobara, Yoshinari Unozawa, Yoshitaka Kawasugi, Sakura Hiramoto, Koki Funatsu, Toshio Naito, Masafumi Tamura, Reizo Kato, Yutaka Nishio, Naoya Tajima 2 Revisiting magnetoelectric response in collinear antiferromagnetic zigzag chains: A downfolding approach beyond conventional low-energy models Shuhei Kanda, Satoru Hayami 2 Fine-tuning a vision-language model for fracture-surface morphology recognition Quanliang Liu, Jungtaek Kim, Kangwook Lee, Hyunseok Oh 2 Hybrid-order topology in two-dimensional nonsymmorphic antiferromagnets Wei Xiong, Zi-Ming Wang, Xin-Mei Wei, Rui Wang, Dong-Hui Xu 2 Water adsorption on a model silicate surface: wollastonite (100) Luca Lezuo, Andrea Conti, Alexander Hoheneder, Elena Van\'i\v{c}kov\'a, Domitilla Alessandra Aloi, Rainer Abart, Florian Mittendorfer, Michael Schmid, Ulrike Diebold, Giada Franceschi 2 Revisiting Ferroelectricity Beyond Polar Space Groups Yudi Yang, Changming Ke, Shi Liu 2 Effective Gilbert damping in the stochastic Landau-Lifshitz-Gilbert equation Mexx. E. Y. Regout, Bertrand Dup\'e, Matthieu J. Verstraete 2 Point-gap topology of damped magnon excitations in skyrmion strings Yusuke Koyama, Yuki Kawaguchi 2 Exciton-mediated optical control of liquid-solid friction Timur Pryadilin, Alexey Kavokin, Baptiste Coquinot 2 Emergent Dynamic Magnetic Ground State in a Mixed 3d/5d Heavy Fermion System CaCu3Ir4O12 J. Ming, Abhisek Bandyopadhyay, G. B. G. Stenning, M. T. F. Telling, N. N. Wang, G. Wang, J. -G. Cheng, D. T. Adroja 2 Bias-Engineered Synthetic Antiferromagnets Hosting sub-20 nm Zero-Field Skyrmions at Room Temperature Emily Darwin, Riccardo Tomasello, Reshma Peremadathil Pradeep, Mario Carpentieri, Giovanni Finocchio, Hans J. Hug 2 Finite temperature pair density wave superconductivity in $d$-wave altermagnets Amrutha N Madhusuthanan, Madhuparna Karmakar 2 Harnessing Structural Disorder: Unraveling Hydrogen Evolution in Monolayer Amorphous Carbon via First-Principles Simulations and Machine-Learned Potentials Sreehari M S, Ashutosh Krishna Amaram, Raghavan Ranganathan 2 Beyond the conventional Emery model: crucial role of long-range hopping for cuprate superconductivity Eric Jacob, M. O. Malcolms, Viktor Christiansson, Leonard M. Verhoff, Paul Worm, Liang Si, Philipp Hansmann, Thomas Sch\"afer, Karsten Held 2 Probabilistic denoising for reliable signal extraction in spectroscopy Younsik Kim, Changyoung Kim 2 Electronic excitations in the Shastry-Sutherland compound SrCu$_2$(BO$_3$)$_2$ Tariq Leinen, Ola K. Forslund, Eugenio Paris, Nicola Colonna, Marco Caputo, Johan Chang, Gabriel Nagamine, Takashi Tokushima, Conny S\r{a}the, Pascal Puphal, Jeremie Teyssier, Thorsten Schmitt, Nikolay A. Bogdanov, Maria Daghofer, Adrian L. Cavalieri, Flavio Giorgianni 2 Bulk-mediated reflection of chirality-protected surface spin waves Vitaliy I. Vasyuchka, Florin Ciubotaru, Andrii V. Chumak, Burkard Hillebrands, Alexander A. Serga 2 Anomalous magnetotransport in a non-collinear correlated kagome ferromagnet MgMn6Sn6 Kakan Deb, Sourav Kanthal, Jyotirmoy Sau, Chandra Shekhar, Manoranjan Kumar, Matthias Gutmann, Jhuma Sannigrahi, Nitesh Kumar 2 XDecomposer: Learning Prior-Free Set Decomposition for Multiphase X-ray Diffraction Hanyu Gao, Bin Cao, Yunyue Su, Tong-Yi Zhang, Qiang Liu 2 Energy-Resolved Quantum Geometry from St\v{r}eda Response: Driven-Dissipative Bosonic Lattices and Disordered Systems Ana\"is Defossez, Baptiste Bermond, Lucila Peralta Gavensky, Nathan Goldman 2 Anisotropic Defect Diffusion in Layered CsPbBr$_\mathrm{x}$I$_\mathrm{3-x}$ Perovskites Konrad Wilke, Mike Pols, Titus S. van Erp, Geert Brocks, Shuxia Tao 2 Giant-atom-enabled quantum optics with valley-polarized photons Marcel A. Pinto, Giovanni Luca Sferrazza, Silvia Casulleras, Alejandro Gonzalez-Tudela, Daniele De Bernardis, Francesco Ciccarello 2 Universal Symmetry-Breaking Dynamics at Continuous Phase Transitions: Evidence for a New Dynamical Critical Exponent Tobias Wiener, Laurin Brunner, Markus Heyl 2 Analytical Solution to the Kronig-Penney Model with Harmonic Oscillator Wells: Insights to Tight-Binding Christopher Moore, Frank Marsiglio 2 Engineering Helical Superconductors with Multiple Majorana Kramers Pairs via Higher-Order Rashba Spin-Orbit Coupling Qi-Sheng Xu, Zi-Ming Wang, Chui-Zhen Chen, Lun-Hui Hu, Rui Wang, Dong-Hui Xu 2 Linear-Scaling Potential-Free Data-Driven Molecular Dynamics for Arbitrary-Sized Water Clusters $(\text{H}_2\text{O})_n$ Hongyu Yan, Qi Dai, Yong Wei, Minghan Chen, Hanning Chen 2 Applying the Worldvolume Hybrid Monte Carlo method to the Hubbard model away from half filling Masafumi Fukuma, Yusuke Namekawa 2 Infusing Experimental Reality into Complex Many-Body Hamiltonians: The Observable-Constrained Variational Framework (OCVF) Shaoliang Guo, Ziping Yang 1 Elastocapillary morphing of self-encapsulated droplets floating at the oil-air interface D. Andrini, D. Riccobelli, L. Gazzera, S. Molteni, P. Metrangolo, P. Ciarletta 1 Two-photon coupling via Josephson element II: Interaction dressing, cross-Kerr coupling, and limits of low-energy bosonic model Eugene V. Stolyarov, V. L. Andriichuk, Andrii M. Sokolov 1 Hidden order in dielectrics: string condensation, solitons, and the charge-vortex duality Sergei Khlebnikov 1 Color degeneracy of competing orders near topological defects cores in planar quadratic band touching systems Bitan Roy 1 Time Crystal from Self-Amplification of Spontaneous Analog Hawking Radiation Juan Ram\'on Mu\~noz de Nova, Fernando Sols 1 Susceptibilities and Patterning: A Primer on Linear Response in Bayesian Learning Chris Elliott, Daniel Murfet 1 Reducibility of native weighted graphs on Rydberg Arrays J. Kombe, J. D. Pritchard 1 Physics-Inspired Probabilistic Computing for Extremely Large-Scale MIMO Detection in Future 6G Wireless Systems Andrea Grimaldi, Christian Duffee, Eleonora Raimondo, Edoardo Piccolo, Deborah Volpe, Filip B. Maciejewski, Mario Carpentieri, Massimo Chiappini, Pedram Khalili Amiri, Davide Venturelli, Giovanni Finocchio 1 Ultracold Mechanical Quantum Sensor for Tests of New Physics Andraz Omahen, Simon Storz, Marius Bild, Dario Scheiwiller, Matteo Fadel, Yiwen Chu 1 Characterizing bulk properties of gapped phases by smeared boundary conformal field theories: Role of duality in unusual ordering Yoshiki Fukusumi, Shuma Nakashiba 1 Active Control of Topological Exceptional Points in Non-Hermitian Metasurfaces Parul Sharma, Sobhan Subhra Mishra, Yash Gupta, Brijesh Kumar, Ranjan Singh, Abhishek Kumar, Anshuman Kumar 1 Hydrodynamics and boundary-induced phase transitions in the $n$-species particle-exchange process Gunter M. Schutz, Ali Zahra 1 Plasticity, hysteresis, and recovery mechanisms in spider silk fibers Renata Oliv\'e, Jos\'e P\'erez-Riguero, Noy Cohen 1 First-principles simulation of spin diffusion in static solids using dynamic mean-field theory Timo Gr\"a{\ss}er, G\"otz S. Uhrig, Matthias Ernst 1 Global approximations to correlation functions of strongly interacting quantum field theories Yuanran Zhu, Yang Yu, Efekan K\"okc\"u, Emanuel Gull, Chao Yang 1 Ground states of quantum XY dipoles on the Archimedean lattices Marcus Bintz, Ahmed Khalifa, Vincent S. Liu, Johannes Hauschild, Michael P. Zaletel, Shubhayu Chatterjee, Norman Y. Yao 1 Tamed Feynman-Kac diffusion processes: Killing-branching intertwine Piotr Garbaczewski, Mariusz \.Zaba 1 Selectivity- and Activity-Aware Catalyst Descriptors for CO$_2$ Hydrogenation on Alloy Nanocatalysts using Machine-Learned Force Fields Prajwal Pisal, Ond\v{r}ej Krej\v{c}\'i, Patrick Rinke 1 Exploring the Potential of Ternary Blending for Two and Three-Junction RAINBOW Solar Cells Francesc Xavier Capella-Guardi\`a, Jolanda Simone Mu\"uller, Muhammad Ahsan Saeed, Xabier Rodr\'iguez-Mart\'inez, Miquel Casademont-Vi\~nas, Albert Harillo-Ba\~nos, Jaime Mart\'in, Jenny Nelson, Alejandro R. Go\~ni, Mariano Campoy-Quiles 1 Superfluidity in the spin-1/2 XY model with power-law interactions Muhammad Shaeer Moeed, Costanza Pennaforti, Adrian Del Maestro, Roger G. Melko 1 Droplet Deformation and Emulsion Rheology in Two-Dimensional Odd Stokes Flow Thomas Appleford, Hugo Fran\c{c}a, Maziyar Jalaal 1 Entanglement-informed distributed wavefunction approach to scalable quantum many-body systems Adriano Amaricci 1 Typical Mixing and Rare-State Bottlenecks in Open Quantum Systems Caisheng Cheng, Ruicheng Bao 1 Optimisation of TES design for the CRESST experiment G. Angloher, S. Banik, A. Bento, A. Bertolini, R. Breier, C. Bucci, J. Burkhart, L. Burmeister, L. Canonica, E. Cipelli, S. Di Lorenzo, J. Dohm, F. Dominsky, A. Erb, E. Fascione, F. v. Feilitzsch, S. Fichtinger, D. Fuchs, V. M. Ghete, P. Gorla, P. V. Guillaumon, S. Gupta, D. Hauff, M. Je\v{s}kovsk\'y, J. Jochum, M. Kaznacheeva, H. Kluck, H. Kraus, B. von Krosigk, A. Langenk\"amper, M. Mancuso, B. Mauri, V. Mokina, C. Moore, P. Murali, M. Olmi, T. Ortmann, C. Pagliarone, L. Pattavina, F. Petricca, W. Potzel, P. Povinec, F. Pr\"obst, F. Pucci, F. Reindl, J. Rothe, K. Sch\"affner, J. Schieck, S. Sch\"onert, C. Schwertner, M. Stahlberg, L. Stodolsky, C. Strandhagen, R. Strauss, I. Usherov, M. Zanirato, V. Zema 1 Multilayer model for coatings with arbitrary layers for superconducting radio-frequency applications Aaron Gobeyn, Wolfgang Ackermann, Herbert De Gersem 1 svPITE: A Python package for the state-vector-based probabilistic imaginary-time evolution algorithm Pascal Sievers, Satoshi Ejima 1 Breaking QAOA's Fixed Target Hamiltonian Barrier: A Fully Connected Quantum Boltzmann Machine via Bilevel Optimization Jun Liu 1 Volume-Independent Spectral Stability of Energy-Truncated Effective Hamiltonians in Quantum Spin Systems Ayumi Ukai 1 Cellular-scale mechanism of cell crawling responding to substrate stiffness Sohei Nakamura, Mitsusuke Tarama 1 Fragility of Unidirectional Transport in Weakly Disordered Photonic Chern Insulators Xiaoxuan Shi, Tiantao Qu, Xianbin Wu, Mudi Wang, Lei Zhang, Jun Chen 1 Asymptotic analysis of the energy for a ferroelectric nematic Dmitry Golovaty, Peter Sternberg 1 Quantum Annealing: Optimisation, Sampling, and Many-Body Dynamics Steven Abel, Andrei Constantin, Luca A. Nutricati 1 Oscillating Fields, Emergent Gravity and Particle Traps Alexander A. Penin, Aneca Su 1 Coupling an elastic string to an active bath: the emergence of inverse damping Aaron Beyen, Christian Maes, Ji-Hui Pei 1 Multiscale Structure of Eigenstate Thermalization Pavel Orlov, Rustem Sharipov, Enej Ilievski 1 Holographically Emergent Gauge Theory in Symmetric Quantum Circuits Akash Vijay, Jong Yeon Lee 1 Breakdown of Adiabatic Scaling and Noise-Induced Functional Synchronization in Deeply Quiescent Excitable Systems Yefan Wu 1 Symmetry-protected phases in a 1D active solid with mechanochemical feedback Soumyadeep Mondal, Phanindra Dewan, Lakshman Santhosh Kumar, Sumantra Sarkar 1 Emergence of Tsallis Statistics from a Self-Referential Nonlinear Operator: A Variational Framework Lucio Marassi 1 Gapped 1/9 Magnetization Plateau in the Anisotropic Kagome Antiferromagnet Y-kapellasite Dipranjan Chatterjee, Paul A. Goddard, Ewan R. P. Thomas, Katharina M. Zoch, Hank C. H. Wu, Benjamin M. Huddart, Cornelius Krellner, Edwin Kermarrec, Mladen Horvati\'c, Steffen Kr\"amer, Pascal Puphal, John Singleton, Stephen J. Blundell, Fabrice Bert 1 Spin liquid phase in the Hubbard model: Luttinger-Ward analysis of the slave-rotor formalism Xia-Ming Zheng, Mehdi Kargarian 1 Logarithmic growth of peripheral entanglement concentrated via noisy measurements in a star network of spins Jithin G. Krishnan, Harikrishnan K. J., Amit Kumar Pal 1 Experimental Observation of Short-Range Magnetic Correlations in Amorphous Nb$_2$O$_5$ and Ta$_2$O$_5$ Thin Films Y. V. Krasnikova, A. A. Murthy, D. Bafia, F. Crisa, A. Clairmont, Z. Sung, J. Lee, A. Cano, M. Shinde, D. M. T. van Zanten, M. Bal, A. Romanenko, A. Grassellino, R. Dhundhwal, D. Fuchs, T. Reisinger, I. M. Pop, A. Suter, T. Prokscha, Z. Salman 1 Light-driven octupolar inverse Faraday effect and multipolar order in Mott insulators Saikat Banerjee, Tara Steinh\"ofel, Florian Lange, Matthias Eschrig, Holger Fehske 1 Mutual Linearity in Nonequilibrium Langevin Dynamics Jiming Zheng, Zhiyue Lu 1 Analytical classification of Majorana zero-mode spatial profiles in extended Kitaev chains: probability maxima can shift inward Vijay Pathak, Vaishnav Mallya, Sujit Sarkar 1 Controlling gain with loss: Bounds on localizable entanglement in multi-qubit systems Jithin G. Krishnan, Harikrishnan K. J., Amit Kumar Pal 1 Multilane Asymmetric Exclusion Process with stationary Bernoulli measure Vladislav Popkov 1 $\nu$-QSSEP: A toy model for entanglement spreading in stochastic diffusive quantum systems Vincenzo Alba 1 Microscopic Magnetism of A(TiO)Cu4(PO4)4 (A = Ba, Pb, Sr): 31P and 63,65Cu NMR Study Riho R\"asta, Ivo Heinmaa, Joosep Link, Yusuke Kousaka, Tsuyoshi Kimura, Yoshihiko Ihara, Kenta Kimura, Raivo Stern 1 Enhancing the ergodicity of Worldvolume HMC via embedding Generalized-thimble HMC Masafumi Fukuma, Yusuke Namekawa 1 Topological bound states in a lattice of rings with nearest-neighbour interactions Yunjia Zhai, Ayaka Usui, Anselmo M. Marques, Ricardo G. Dias, Ver\`onica Ahufinger 1 Robust multipartite entanglement in dirty topological wires Luca Pezz\`e, Luca Lepori 1 Checkerboard Bose Hubbard Ladders using Transmon Arrays Pranjal Praneel, Thomas G Kiely, Andre G Petukhov, Erich J Mueller 1 A Hardware-aware Hopfield Network with a Nonlinear Memristor Array for Robust Associative Memory with Superlinear Capacity Younghyun Lee, Hakseung Rhee, Unhyeon Kang, Seungmin Oh, Kyungmin Lee, Hyun Jae Jang, Seongsik Park, YeonJoo Jeong, Inho Kim, Jong Keuk Park, Kyung Min Kim, Suyoun Lee 1 Topological Characterization of Discrete-Time Classical Stochastic Processes: Dual Role of Point-Gap Topology Masaya Nakagawa, Masahito Ueda 1 Theory of Optimal Learning Rate Schedules and Scaling Laws for a Random Feature Model Blake Bordelon, Francesco Mori 1 Shuttling of $\mathbb{Z}_4$ parafermions in an electronic ladder model Botond Osv\'ath, Gergely Barcza, L\'aszl\'o Oroszl\'any 1 Spectral Dynamics in Deep Networks: Feature Learning, Outlier Escape, and Learning Rate Transfer Clarissa Lauditi, Cengiz Pehlevan, Blake Bordelon 1 Rabi-coupling-induced three-component quantum droplet in ultracold Bose gases Xiao Ding, Dajun Wang, Xiaoling Cui 1 Cluster Dynamics Stay Fast-Until Tricriticality Minjun Jeon, Alexandros Vasilopoulos, Dong-Hee Kim, V\'ictor Mart\'in-Mayor, Nikolaos G. Fytas 1 Dynamics of entanglement fluctuations and quantum Mpemba effect in the $\nu=1$ QSSEP model Angelo Russotto, Filiberto Ares, Pasquale Calabrese, Vincenzo Alba 1 Exact four-vector work distribution and covariant fluctuation theorems of work for a relativistic particle in an expanding piston Tingzhang Shi, Chentong Qi, H. T. Quan 1 Spin-lattice coupling enables adaptive adsorption in magneticallydriven electrocatalysts Arnold Gaje, Lulu Li, Felipe A. Garc\'es-Pineda, Camilo A. Mesa, Ghazaleh Abdolhosseini, Aditya K. Kushwaha, Dora Zalka, Elzbieta Trzop, Nicolas Godin, Raffaella Torchio, Mar\'ia Escudero-Escribano, Eric Collet, Sixto Gim\'enez, Niels Keller, Jos\'e Ram\'on Gal\'an-Mascar\'os, N\'uria L\'opez, Ernest Pastor 1 Dislocations in (011)-oriented vertical Bridgman $\beta$-Ga$_2$O$_3$ substrates Yongzhao Yao, Daiki Katsube, Hirotaka Yamaguchi, Yukari Ishikawa 1 Decay of spin helices in XXZ quantum spin chains with single-ion anisotropy Florian Lange, Frank G\"ohmann, Gerhard Wellein, Holger Fehske 1 Nonreciprocal McKean-Vlasov Equations: From Stationary Instabilities to Travelling Waves Arjun R, Pratyush Prakash Patra, A. V. Anil Kumar 1 Burgers dynamics for Poisson point process initial conditions of the Weibull class Patrick Valageas

Nature Physics 2

3 Correlated insulator in the kagome flat band of a two-dimensional electrostatic crystal Daisy Q. Wang, Zeb Krix, Olga A. Tkachenko, Vitaly A. Tkachenko, Chong Chen, Ian Farrer, David A. Ritchie, Oleg P. Sushkov, Alexander R. Hamilton, Oleh Klochan 1 Scalable generation of massive Schrödinger cat states via quantum tunnelling Han Zhang, Yong-Kui Wang, Yi Zheng, Hai-Tao Bai, Bing Yang

Nature Materials 1

1 Strategies of high-accuracy memristor-based analogue computing in memory for artificial intelligence Zhixing Jiang, Han Zhao, Jianshi Tang, Yuyao Lu, Qi Qin, Ze Wang, Ruofei Hu, Ruihua Yu, Yuan He, Junyang Zhang, Mingcheng Shi, Ning Deng, Bin Gao, He Qian, Huaqiang Wu

Machine Learning: Science and Technology 2

2 An exploration of contrastive self-supervised learning for reconstructed atom probe tomography data Janis A Sälker, Marcus Hans, Jochen M Schneider and Raheleh Hadian 1 Towards a self-driving trigger at the LHC: adaptive response in real time Shaghayegh Emami, Cecilia Tosciri, Giovanna Salvi, Zixin Ding, Yuxin Chen, Abhijith Gandrakota, Christian Herwig, David W Miller, Jennifer Ngadiuba and Nhan Tran

Digital Discovery 3

4 Uncertainty-aware active learning reveals reliability limits in lead-free halide perovskite screening Xiyao Yu 4 Accelerating discovery across scientific disciplines through reproducible workflows with AiiDAlab Aliaksandr V. Yakutovich, Daniel Hollas, Edan Bainglass, Jusong Yu, Corsin Battaglia, Miki Bonacci, Lucas Fernandez Vilanova, Stephan Henne, Anders Kaestner, Michel Kenzelmann, Graham Kimbell, Jakob Lass, Fabio Lopes, Daniel G. Mazzone, Andres Ortega-Guerrero, Xing Wang, Nicola Marzari, Carlo A. Pignedoli, Giovanni Pizzi 1 Stoichiometrically-informed symbolic regression for extracting chemical reaction mechanisms from data Manuel Palma Banos, Joel D. Kress, Rigoberto Hernandez, Galen T. Craven

npj Computational Materials 1

2 Predicting temperature-dependent optoelectronic properties of semiconductor defects with equivariant neural networks Xiangzhou Zhu, Patrick Rinke, David A. Egger

AI Labs & Research

OpenAI Blog 4

1 How ChatGPT adoption broadened in early 2026 1 How enterprises are scaling AI 1 OpenAI Campus Network: Student club interest form 1 OpenAI launches DeployCo to help businesses build around intelligence

Simon Willison 5

1 Quoting James Shore 1 Your AI Use Is Breaking My Brain 1 Using LLM in the shebang line of a script 1 Learning on the Shop floor 1 Quoting New York Times Editors’ Note

Microsoft Research 1

2 SocialReasoning-Bench: Measuring whether AI agents act in users’ best interests Tyler Payne, Will Epperson, Safoora Yousefi, Zachary Huang, Gagan Bansal, Wenyue Hua, Maya Murad, Asli Celikyilmaz, Saleema Amershi

Tech

Hacker News 29

2 From Buffon's Needle to Buffon's Noodle 1 Griffin PowerMate driver for modern macOS 1 TanStack NPM Packages Compromised 1 Interaction Models 1 GitLab Announces Workforce Reduction and End of Their CREDIT Values 1 Show HN: E2a – Open-source email gateway for AI agents 1 Show HN: OpenGravity – A zero-install, BYOK vanilla JS clone of Antigravity 1 Linux Terminal Memory Usage 1 Library for fast mapping of Java records to native memory 1 Can someone please explain whether Cloudflare blackmailed Canonical? 1 UCLA discovers first stroke rehabilitation drug to repair brain damage (2025) 1 Bild AI (YC W25) Is Hiring Founding Product Engineers 1 Interfaze: A new model architecture built for high accuracy at scale 1 CUDA-oxide: Nvidia's official Rust to CUDA compiler 1 Software engineering may no longer be a lifetime career 1 Google says criminal hackers used AI to find a major software flaw 1 Ratty – A terminal emulator with inline 3D graphics 1 Gmail registration now requires scanning a QR code and sending a text message 1 The greatest shot in television: James Burke had one chance to nail this scene (2024) 1 Training an LLM in Swift, Part 1: Taking matrix mult from Gflop/s to Tflop/s 1 Silverback Imfura took a chance, and ended up alone 1 Counting Fast in Erlang with:counters and:atomics 1 Venom and hot peppers offer a key to killing resistant bacteria 1 The Boston library where you still can borrow a giant puppet 1 AMÁLIA and the future of European Portuguese LLMs 1 Building a web server in aarch64 assembly to give my life (a lack of) meaning 1 Nullsoft, 1997-2004 (2004) 1 I hate soldering existentially 1 The rise and fall of snake oil

GeekNews 31

3 Anthropic, 금융 서비스에 특화된 AI 에이전트/스킬/커넥터 오픈소스 공개 xguru 2 코드 작성에 쓰는 AI 코딩 에이전트는 유지보수 비용을 줄여야 함 neo 2 Ask GN: AI끼리 대화하는 환경에서 사람이 개입하는 서비스에 대해서 어떻게 생각하시나요? lyc2004y 2 AI는 어떻게 미완성 사고를 유창한 확신으로 바꾸는가? - 전문가일수록 더 위험한 이유 flamehaven01 2 M4 24GB 메모리에서 로컬 모델 실행하기 neo 2 DORA: AI 보조 소프트웨어 개발의 ROI* ysys143 2 Open Design - Claude Design의 로컬 퍼스트 오픈소스 대체제 xguru 2 로컬 AI가 표준이 되어야 함 neo 2 let-go - Go로 만든 7ms 기동 Clojure 계열 언어 neo 1 Ask HN: 지금 무엇을 만들고 있나요? (2026년 5월) neo 1 YC의 가장 큰 스캔들 neo 1 Show GN: ASCII Art - 애니메이션으로 변환하는 웹 도구 zjzj1362 1 Show GN: Mark - 일반 사용자를 위한 쉽고 가벼운 Markdown 뷰어/에디터 golbin 1 메릴랜드 주민, 타주 AI용 20억 달러 전력망 업그레이드 비용 부담 neo 1 Obsidian 플러그인이 원격 접근 트로이목마 배포에 악용됨 neo 1 fzf를 설치했습니다. 이제 뭘 해야 할까요? (2023) neo 1 Bun v1.3.14 이 마지막 Zig 버전이 될 수 있음 click 1 Show GN: Kuku - 로컬 Markdown 폴더를 AI 세컨드 브레인으로 쓰는 오픈소스 macOS 앱 mansuiki 1 Show GN: AI 도구 궁합으로 풀어낸 ABTI 테스트 thd0427 1 Linux에서 Space Cadet Pinball neo 1 90일 공개 정책은 죽었다 neo 1 Show GN: dc-in-text: 터미널로 일하는 척 디시 글 읽기 kuneosu 1 Remind HN: 오늘은 어머니의 날입니다. 어머니께 전화하세요 neo 1 3GB SQLite 데이터베이스를 10MB FST(유한 상태 변환기) 바이너리로 교체하기 neo 1 Debian은 재현 가능한 패키지를 제공해야 함 neo 1 bozo bit을 켜면 학습이 꺼진다 neo 1 사고 보고서: CVE-2024-YIKES neo 1 Bifrost - 초고속 엔터프라이즈 AI 게이트웨이 xguru 1 ymawky - ARM64 어셈블리로 직접 만든 웹 서버 neo 1 Louis Rossmann, 위협받은 OrcaSlicer 개발자의 법률비 지급 제안 neo 1 독점 조력자로서의 하드웨어 증명 neo