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2026-04-20 228

Journals

Nature Nanotechnology 6

2 When quantum fluids of light crystallize Dario Gerace, Daniele Sanvitto 2 Peer review in the time of artificial intelligence 1 Why electrodics is essential for future energy technologies Jelena Popovic-Neuber 1 On the interpretation of astrocytic calcium signalling with graphene oxide electrodes Elena Molokanova, Alex Savchenko, Alexei Verkhratsky 1 Reply to: On the interpretation of astrocytic calcium signalling with graphene oxide electrodes Roberta Fabbri, Alessandra Scidà, Emanuela Saracino, Giorgia Conte, Alessandro Kovtun, Andrea Candini, Denisa Kirdajova, Diletta Spennato, Valeria Marchetti, Chiara Lazzarini, Aikaterini Konstantoulaki, Paolo Dambruoso, Marco Caprini, Michele Muccini, Mauro Ursino, Miroslava Anderova, Emanuele Treossi, Roberto Zamboni, Vincenzo Palermo, Valentina Benfenati 1 Single indium atoms shape CO<sub>2</sub>-to-methanol catalysis Wenjie Liao, Ping Liu

Nature 8

4 No humans allowed: scientific AI agents get their own social network Jenna Ahart 2 Got bugs? Here’s how to catch the errors in your scientific software Jeffrey M. Perkel 1 What does the future hold for the thawing Arctic? Charlotte Gehrke 1 How hidden contributions power modern research Shihab Jamal 1 ‘Bat feast’ animal videos at African cave offer clues to how deadly viruses spread Edward Chen 1 A step-by-step guide to nailing your tenure promotion package Amanda Heidt 1 Thrilling, frivolous, a waste: not everyone’s happy about the Artemis II Moon mission Maria Alejandra Camacho, Alexandre Soares Rosado, Elizabeth Ebert, Yarin Livneh, Steven Carter, Raul Paes de Barros, Urs Hofmann, Prajval Shastri, Arthur Maynard, Bruce Ott, Evelyn Leung 1 Daily briefing: Is a nine-to-five PhD possible? Flora Graham

Nature Machine Intelligence 1

4 Towards a universal model for spin–orbit physics Atul C. Thakur, Shyue Ping Ong

Physical sciences : Nature Communications subject feeds 13

3 Polymer-templated mesoscale assembly directs synthesis of centimetre-scale perovskite single crystals 3 Co-deposited inverted perovskite photovoltaics towards 27% efficiency via vertical redistribution of self-assembled-molecules and in-situ crosslinking 3 Detecting complex-energy braiding topology in a dissipative atomic simulator with transformer-based geometric tomography 2 Fast-kinetic multivalent ion storage enabled by multiscale structural modulation in two-dimensional magnetic materials 2 Predicting and achieving self-recoverable mechanoluminescence based on contact electrification 1 Vertically stacked immobilized photocatalyst devices towards land-efficient solar hydrogen production 1 Highly disordered nanoporous carbons for enhanced energy storage in supercapacitors 1 Janus structure breaks the solar incidence angular constraint insu photothermal anti-icing 1 Improved dynamic MRI of the wrist and heart at 0.55 T enabled by rapid 3D printed flexible coils 1 Near-unity charge transfer efficiency on bare semiconductor photoanodes induced by polyols and ammonia co-oxidation 1 Experimental demonstration of high space compression by optical spaceplates 1 Elucidating the Facet-Dependent Oxygen Reduction Reaction Performance of Cu Nanosheet over N-O co-Doped Graphene 1 Cation-tuned acidic electrified interface for hydrogen peroxide electrosynthesis with industrial-level current densities in natural seawater

arXiv cond-mat 122

5 Charge Density Wave Driven Topological Phase Transition in Vortices Zhenhua Zhu, Ziqiang Wang, Dong E. Liu 5 Identification and Structural Characterization of Twisted Atomically Thin Bilayer Materials by Deep Learning Haitao Yang, Ruiqi Hu, Heng Wu, Xiaolong He, Yan Zhou, Yizhe Xue, Kexin He, Wenshuai Hu, Haosen Chen, Mingming Gong, Xin Zhang, Ping-Heng Tan, Eduardo R Hern\'andez, Yong Xie 5 Multi-reference GW approximation for strongly correlated molecules Yuqi Wang, Wei-Hai Fang, Zhendong Li 5 Coupled-channels method for the scattering hypervolume in ultracold atomic three-body collisions P. J. P. Kersbergen, J. van de Kraats, D. J. M. Ahmed-Braun, S. J. J. M. F. Kokkelmans 4 Facet-dependent Chemical Kinetics Governed Growth of Twisted Graphene Layers with Pre-designed Angles Chaowu Xue, Mengzhao Sun, Zixuan Zhou, Zhuoran Yao, Li-Qun Shen, Xiao Kong, Honglong Zhao, Feng Ding, Marc Willinger, Zhongkai Liu, Zhu-Jun Wang 4 Proximity-induced superconductivity and emerging topological phases in altermagnet-based heterostructures Ohidul Alam, Amartya Pal, Paramita Dutta, Arijit Saha 4 Fluctuating Pair Density Wave in Finite-temperature Phase Diagram of the $t$-$t^\prime$ Hubbard Model Qiaoyi Li, Yang Qi, Wei Li 4 Chern junctions in Moir\'e-Patterned Graphene/PbI2 Sun Yan, M. Monteverde, V. Derkach, K. Watanabe, T. Taniguchi, F. Chiodi, H. Bouchiat, A. D. Chepelianskii 4 Electronic band structure and exciton properties of $Pna2_1$ CaSnN$_2$ Ilteris K. Turan, Sarker Md. Sadman, Walter R. L. Lambrecht 4 Simulating altermagnets using mumax+ Lars Moreels, Nicolai Bechler, Bartel Van Waeyenberge, Jonathan Leliaert, Jan Masell 4 Antiferromagnetic Dimers in the Parent Phase of a Correlated Kagome Superconductor Yifan Wang, Chenchao Xu, Yi Liu, Jinke Bao, Jiayu Guo, Xiaoran Yang, Yuiga Nakamura, Hiroshi Fukui, Taishun Manjo, Daisuke Ishikawa, Alfred Q. R. Baron, Saizheng Cao, Rui Li, Zilong Li, Yanan Zhang, Ruihan Chen, Ming Shi, Huiqiu Yuan, Guanghan Cao, Chao Cao, Yu Song 4 Exascale Multi-Task Graph Foundation Models for Imbalanced, Multi-Fidelity Atomistic Data Massimiliano Lupo Pasini, Jong Youl Choi, Kshitij Mehta, Richard Messerly, Rylie Weaver, Linda Ungerboeck, Isaac Lyngaas, Benajmin Stump, Ashwin M. Aji, Karl W. Schulz, Jorda Polo 4 Machine Learning and Deep Learning in Quantum Materials: Symmetry, Topology, and the Rise of Altermagnets Mahyar Hassani-Vasmejani, Hosein Alavi-Rad, Meysam Bagheri Tagani 4 Laser-written reconfigurable energy landscapes and programmable Moir\'e spin textures Matteo Panzeri, Piero Florio, Davide Girardi, Joseba Urrestarazu, Giacomo Sala, Nicola Pellizzi, Matteo Vitali, Marco Madami, Luca Ciaccarini Mavilla, Silvia Tacchi, Elisa Riedo, Andrea Meo, Vito Puliafito, Mario Carpentieri, Riccardo Tomasello, Efe Ersoy, Kai Wagner, Patrick Maletinsky, Olivier Boulle, Edoardo Albisetti, Daniela Petti 4 ChemGraph-XANES: An Agentic Framework for XANES Simulation and Analysis Vitor F. Grizzi, Thang Duc Pham, Luke N. Pretzie, Jiayi Xu, Murat Keceli, Cong Liu 3 Flat-band energy filtering in interacting systems: conditions for improving thermoelectric performances F. Cosco, R. Tuovinen, F. Plastina, N. Lo Gullo 3 OXtal: An All-Atom Diffusion Model for Organic Crystal Structure Prediction Emily Jin, Andrei Cristian Nica, Mikhail Galkin, Jarrid Rector-Brooks, Kin Long Kelvin Lee, Santiago Miret, Frances H. Arnold, Michael Bronstein, Avishek Joey Bose, Alexander Tong, Cheng-Hao Liu 3 Comparing the latent features of universal machine-learning interatomic potentials Sofiia Chorna, Davide Tisi, Cesare Malosso, Wei Bin How, Michele Ceriotti, Sanggyu Chong 3 Deep learning directed synthesis of fluid ferroelectric materials Charles Parton-Barr, Stuart R. Berrow, Calum J. Gibb, Jordan Hobbs, Wanhe Jiang, Caitlin O'Brien, Will C. Ogle, Helen F. Gleeson, Richard J. Mandle 3 Perspective on Moreau-Yosida Regularization in Density-Functional Theory Markus Penz, Michael F. Herbst, Trygve Helgaker, Andre Laestadius 3 Pressure-Driven Phase Evolution and Optoelectronic Properties of Lead-free Halide Perovskite Rb$_2$TeBr$_6$ Suvashree Mukherjee, Asish Kumar Mishra, K. A. Irshad, Boby Joseph, Goutam Dev Mukherjee 3 Quantum anomalous Hall phases in gated rhombohedral graphene Matthew Frazier, Guillaume Bal 3 Unconventional Thermalization of a Localized Chain Interacting with an Ergodic Bath Konrad Pawlik, Nicolas Laflorencie, Jakub Zakrzewski 3 Pressure-induced thermal expansion anomalies in dhcp iron hydride associated with magnetoelastic coupling Yuichiro Mori, Katsutoshi Aoki, Masahiro Takano, Hiroyuki Kagi, Ina Park, Zifan Wang, Duck Young Kim, Noriyoshi Tsujino, Sho Kakizawa, Yuji Higo 3 Discovering quantum phenomena with Interpretable Machine Learning Paulin de Schoulepnikoff, Hendrik Poulsen Nautrup, Hans J. Briegel, Gorka Mu\~noz-Gil 3 Dark solitons in nonlinear Su-Schrieffer-Heeger lattices Rujiang Li, Muhammad Imran, Wencai Wang, Yongtao Jia, Ying Liu 3 Hopping-Mediated Charge Transport in Graphene Beyond the Ballistic Regime J. P. Dadario Pereira, Raphael Tromer, Luiz A. Ribeiro Junior, Douglas S. Galvao 3 Exact Steady State of a One-end Driven XXZ Spin Chain with Boundary Field V. Popkov, T. Prosen 3 Spinon shift current in a noncentrosymmetric quantum spin chain Ryosuke Yamashita, Shintaro Takayoshi, Takahiro Morimoto 3 Enhancing Neural-Network Variational Monte Carlo through Basis Transformation Zhixuan Liu, Dongheng Qian, Jing Wang 3 Persistence of large and gate-tunable anisotropic magnetoresistance in an atomically thin antiferromagnet Cheol-Yeon Cheon, Kenji Watanabe, Takashi Taniguchi, Alberto F. Morpurgo, Dmitry Lebedev 3 Fully compensated and uncompensated ferrimagnetic ferrovalley semiconductors Weifeng Xie, Libo Wang, Yunliang Yue, Xiong Xu, Huayan Xia, Hui Wang 3 Inelastic neutron scattering study on the AFM uniform spin-1/2 chain compound CuSb2O6 Masashi Hasea, Minoru Soda, Takatsugu Masuda, Shinichi Itoh, Tetsuya Yokoo 3 Exact Analysis of a One-Dimensional Yang-Gaudin Model with Two-Body Loss Ryutaro Katsuta, Shun Uchino 3 Ultrastrong Coupling Signatures in Photon Statistics from Terahertz Higgs-Polaritons Spenser Talkington, Benjamin Kass, Martin Claassen 3 Atomic-scale order enables high thermal boundary conductance at $\beta$-Ga$_2$O$_3$/4H-SiC interfaces Hongao Yang, Yongtao Yang, Yuanbin Liu, Tao Ding, Yang Shen, Jiawei Huang, Weigang Ma, Linfeng Fei, Zhenping Wu, G\'abor Cs\'anyi, Bingyang Cao 2 High-Temperature Quantum Anomalous Hall Effect in Buckled Honeycomb Antiferromagnets Mohsen Hafez-Torbati, G\"otz S. Uhrig 2 Device-area selection of memristive transport regimes in epitaxial $Hf_{0.5}Zr_{0.5}O_{2}$-based ferroelectric devices Priscila A. Tapia Presas, Lautaro Galarregui, Wilson Rom\'an Acevedo, Myriam H. Aguirre, Jos\'e Santiso, Sylvia Matzen, Beatriz Noheda, Diego Rubi 2 Disambiguating electrical detection of magnetization dynamics in magnetic insulators Hanchen Wang, William Legrand, Shangyuan Wang, Davit Petrosyan, Hiroki Matsumoto, Richard Schlitz, Ka Shen, Pietro Gambardella 2 Observation of ring states in a delicate topological insulator Caroline Tornow, Julia Rupprecht, Pascal Engeler, Ute Drechsler, Kukka-Emilia Huhtinen, Chiara Devescovi, Sebastian D. Huber 2 Engineering Anderson Localization in Arbitrary Dimensions with Interacting Quasiperiodic Kicked Bosons H. Olsen, P. Vignolo, M. Albert 2 Transition from Population to Coherence-dominated Non-diffusive Thermal Transport Laurenz Kremeyer, Bradley J. Siwick, Samuel Huberman 2 Extension of the iterated perturbation theory at arbitrary fillings to nonequilibrium steady states Tommaso Maria Mazzocchi, Enrico Arrigoni 2 Localization from Infinitesimal Kinetic Grading: Finite-size Scaling, Kibble-Zurek Dynamics and Applications in Sensing Argha Debnath, Ayan Sahoo, Debraj Rakshit 2 On the role of the slowest observable in one-dimensional Markov processes to construct quasi-exactly-solvable generators with $N=2$ explicit levels Cecile Monthus 2 Experimental quantification of electronic symmetry breaking through orbital hybridization phase Shungo Aoyagi, Shunsuke Kitou, Yuiga Nakamura, Taka-hisa Arima, Naoya Kanazawa 2 Experimentally-validated multi-slice simulation of electron diffraction patterns Xinke Xiao (SJTU), Tianle Ma (SJTU), Lingxuan Shao (SJTU), Jun Liu (SJTU), Qiwei Shi (SJTU), Canying Cai (LMPS), St\'ephane Roux (LMPS) 2 General perturbative framework for kinetics of rare transitions in 1-dimensional active particle systems Vito Seinen, Peter G. Bolhuis, Daan Crommelin, Sara Jabbari Farouji, Michel Mandjes 2 Direct Orientation Contrast Imaging of Anti-Phase Domains on III-V Materials Using Scanning Electron Microscopy Brieg Le Corre, Clothilde Gren\`eche, Rozenn Bernard, Tony Rohel, Antoine L\'etoublon, Wijden Khelifi, Julie Le Pouliquen, Arnaud Grisard, Sylvain Combri\'e, Bruno G\'erard, Abdelmounaim Harouri, Luc Le Gratiet, Gr\'egoire Beaudoin, Konstantinos Pantzas, Isabelle Sagnes, Oliver Skibitzki, Gilles Patriarche, Charles Cornet, Yoan L\'eger 2 Magnetic domains stabilized by symmetry-protected zero modes Pavel Kos, Dominik S. Wild, Kristian Knakkergaard Nielsen 2 Sub-spin-flop switching of a fully compensated antiferromagnet by magnetic field Honglin Zhou, Muyu Wang, Yinina Ma, Xiaoyan Ma, Gang Li, Zihao Tao, Xiquan Zheng, Liqin Yan, Yingying Peng, Ding-Fu Shao, Bo Liu, Shiliang Li 2 Spin-spiral instability of the Nagaoka ferromagnet in the crossover between square and triangular lattices Darren Pereira, Erich J. Mueller 2 Benchmarking Current-to-Voltage Amplifiers for Quantum Transport Measurements J. Escorza, G. Pellicer, T. de Ara, J. Hurtado-Gallego, E. Scheer, C. Untiedt, C. Sabater 2 Bridging Atomistic and Continuum Descriptions of Nanoscale Dislocation Loops in Tungsten Joseph Duque Lopez, Sergei Dudarev, James Kermode, Thomas Hudson 2 Revisiting Nishimori multicriticality through the lens of information measures Zhou-Quan Wan, Xu-Dong Dai, Guo-Yi Zhu 2 Ultrafast Current Switching from Quantum Geometry in Semimetals Youngjae Kim, Sejoong Kim, Jun-Won Rhim 2 Observation of Strong-to-Weak Spontaneous Symmetry Breaking in a Dephased Fermi Gas Si Wang, Thomas G. Kiely, Dorothee Tell, Johannes Obermeyer, Marnix Barendregt, Petar Bojovi\'c, Philipp M. Preiss, Abhijat Sarma, Titus Franz, Matthew P. A. Fisher, Cenke Xu, Immanuel Bloch 2 Extracting conformal data from finite-size tensor-network flow in critical two-dimensional classical models Sing-Hong Chan, Pochung Chen 2 Amplitudes of Hall field-induced resistance oscillations with a two-harmonic density of states Miguel Tierz 2 Current-Induced Dynamics and Instability Pathways of Skyrmioniums in Chiral Magnets Kaito Nakamura, Yuka Kotorii, Andrey O. Leonov 2 Growth of quantum dots by droplet etching epitaxy in molecular beam epitaxy: theory, practice, and review Declan Gossink, Undurti S. Sainadh, Glenn S. Solomon 2 The Phase Transitions in a $p$ spin Glass Model: A Numerical Study Prerak Gupta, Auditya Sharma, Bharadwaj Vedula, J. Yeo, M. A. Moore 2 Finite-temperature topological transitions in the presence of quenched uncorrelated disorder Claudio Bonati, Ettore Vicari 2 Inductance Meets Memory in the Quantum Magnet Mn3Si2Te6 Tristan R. Cao, Gabriel Schebel, Arabella Quane, Hengdi Zhao, Yu Zhang, Feng Ye, Longji Cui, Gang Cao 2 Singlet-only always-on gapless exchange (SAGE) spin qubits: Charge noise effects and two-qubit gates Nathan L. Foulk, Katharina Laubscher, Silas Hoffman, Sankar Das Sarma 2 Control of turn-to-turn contact resistivity in resistively insulated REBCO coils Jun Lu, Kwangmin Kim, Iain Dixon, Justin Deterding, Emsley Marks, Brent Jarvis, Denis Markiewicz, Hongyu Bai, Mark Bird 2 Hole concentrations in doped gray {\alpha}-Sn on InSb and CdTe measured with infrared ellipsometry Jaden R. Love, Carlos A. Armenta, Atlantis K. Moses, Haley B. Woolf, Jan Hrabovsky, Stefan Zollner, Aaron N. Engel, Christopher J. Palmstr{\o}m 2 Observation of Macroscopic Nonlocal Voltage at Room Temperature Jae Ho Jeon, Hong Ryeol Na, Sahng-Kyoon Jerng, Seyoung Kwon, Sungkyun Park, Kang Rok Choe, Jun Sung Kim, Heeju Kim, Gunn Kim, Sangmin Ji, Taegeun Yoon, Young Jae Song, Dirk Wulferding, Jeong Kim, Hwayong Noh, Seung-Hyun Chun 2 Dirac node pinning from Dzyaloshinskii-Moriya interactions in a Kagome spin liquid Ajesh Kumar, Byungmin Kang, Patrick A. Lee 2 Seeing Beyond RGB Capabilities: Data-Driven and Physics-Guided Broadband Spectral Extrapolation of Plasmonic Nanostructures by Deep Learning Mohammadrahim Kazemzadeh, Banghuan Zhang, Tao He, Haoran Liu, Zihe Jiang, Zhiwei Hu, Xiaohui Dong, Chaowei Sun, Wei Jiang, Xiaobo He, Shuyan Li, Gonzalo Alvarez-Perez, Ferruccio Pisanello, Huatian Hu, Wen Chen, Hongxing Xu 2 Phase transitions in Doi-Onsager, Noisy Transformer, and other multimodal models Kyunghoo Mun, Matthew Rosenzweig 2 Digital Predistortion for Flux Control of Tunable Superconducting Qubits Dharun Venkateswaran, Felice Francesco Tafuri, Yuanzheng Paul Tan, Bruno Aznar Martinez, Alisa Danilenko, Likai Yang, Arnaud Carignan-Dugas, Christoph Hufnagel, Rainer Dumke, Philip Krantz, Eric T. Holland 2 Electronic Signature of Melting Onset in Polycrystalline Copper at Extreme Conditions Edna R. Toro, Tobias Held, Armin Bergermann, Megan Ikeya, Maximilian Maigler, Eric R. Sung, Dirk O. Gericke, Mianzhen Mo, Baerbel Rethfeld, Siegfried H. Glenzer, Benjamin K. Ofori-Okai 2 Phase Transitions as the Breakdown of Statistical Indistinguishability Taiyo Narita, Hideyuki Miyahara 1 Profiling THz Beams With Off-Label Use of Infrared Microbolometric Cameras Gabriel Nagamine, Carlo Vicario, Tariq Leinen, Guy Matmon, Marco Raffa, Mattias Beck, Giacomo Scalari, Adrian L. Cavalieri, Flavio Giorgianni 1 Divergence of detachment forces in the finite Voronoi model Wei Wang, Brian A. Camley 1 Formation of cylindrical shells via sphere packing from fluidized beds Vin\'icius Pereira da Silva Oliveira, Danilo da Silva Borges, Erick de Moraes Franklin, Jorge Manuel Peixinho 1 Universal Loop Statistics from Active Extrusion with Kinetic Barriers A. Chervinskaya, R. Metzler, K. E. Polovnikov 1 Voids in liquids: peculiarities of molecular dynamics simulation of fluid systems Yu. D. Fomin 1 Phase behavior of thermoresponsive colloids drives re-entrant plasmon coupling Angela Capocefalo (Institute for Complex Systems of National Research Council, Department of Physics of Sapienza University of Rome), Francesco Brasili (Institute for Complex Systems of National Research Council, Department of Physics of Sapienza University of Rome), Javier P\'erez (Synchrotron SOLEIL), Edouard Chauveau (Laboratoire Charles Coulomb of CNRS-Universit\'e de Montpellier), Stefano Casciardi (National Institute for Insurance against Accidents at Work), Andrea Militello (National Institute for Insurance against Accidents at Work), Francesco Sciortino (Department of Physics of Sapienza University of Rome), Emanuela Zaccarelli (Institute for Complex Systems of National Research Council, Department of Physics of Sapienza University of Rome), Federico Bordi (Department of Physics of Sapienza University of Rome), Domenico Truzzolillo (Laboratoire Charles Coulomb of CNRS-Universit\'e de Montpellier), Simona Sennato (Institute for Complex Systems of National Research Council, Department of Physics of Sapienza University of Rome) 1 Ergodic properties of functionals of Gaussian processes Vicen\c{c} M\'endez, Carlos Herv\'as, Rosa Flaquer-Galm\'es 1 Flash temperature in sliding contacts: comparing theory with experiments B. N. J. Persson 1 Laser induced surface nitriding of niobium: phase evolution and superconducting behaviour J. Frechilla, A. Frechilla, G. F. de la Fuente, A. Larrea, L. A. Angurel, E. Mart\'inez 1 Mircomechanical insights into unconstrained grain boundary sliding Divya Sri Bandla, Subin Lee, Christoph Kirchlechner 1 Discharge at the Microscale: Using Optical Tweezers to Observe Muon-Induced Discharges of a Levitated Microparticle in Air Andrea Stoellner, Isaac C. D. Lenton, Caroline Muller, Scott Waitukaitis 1 Formation of photoinduced space-charge field during in-bulk domain creation by femtosecond NIR laser irradiation in MgO:LN crystals I. A. Kipenko (Ural Federal University, Yekaterinburg, Russia), D. A. Zorikhin (Ural Federal University, Yekaterinburg, Russia), A. R. Akhmatkhanov (Ural Federal University, Yekaterinburg, Russia), V. Ya. Shur (Ural Federal University, Yekaterinburg, Russia) 1 Spinning Living Crystals of Run-and-Tumble Particles with Environmental Feedback Maks Pe\v{c}nik Bambi\v{c}, Nuno A. M. Ara\'ujo, Giorgio Volpe 1 Environmental Control of Self-Aligning Chiral Bristlebots Timo Wagner, Michael Himpel, Thomas Ihle, Horst-Holger Boltz 1 MF-toolkit: A High-Performance Python Library for Multifractal Analysis with Automated Crossover Detection, Source Identification and Application to Gravitational Waves Data Nahuel Mendez, Maria Cristina Mariani Maria Pia Beccar-Varela, Osei Tweneboah, Sebastian Jaroszewicz 1 Atomistic Mechanisms of Stress-Dependent Molten Salt Corrosion in NiCr Alloys Hamdy Arkoub, Jia-Hong Ke, Miaomiao Jin 1 Improved Desalination by Polymer Grafting Mamta Yadav, Clifford E. Woodward, Jan Forsman 1 Renormalised thermodynamics for Bose gases from low to critical temperatures Michael H. Heinrich, Alexander Wowchik, J\"urgen Berges 1 SHIELD: A Reference Gas-Driven Permeation Platform for Hydrogen Permeation Studies James Dark, Colin Weaver, Remi Delaporte-Mathurin, Sara Ferry, Kevin B. Woller 1 Local CFTs extremise $F$ Ludo Fraser-Taliente 1 Universal Description of Decoherence in Scale-Invariant Environments Carlos Arg\"uelles, Gabriela Barenboim, Gonzalo Herrera, Tanvi Krishnan, H\'ector Sanchis 1 Fractal geometry-governed oxygen diffusion: Tumors vs. Normal Tissues Neda Valizadeh, Robabeh Rahimi, Ramin Abolfath 1 Deterministic multiphoton bundle emission via interference-interaction control Jing Tang, Yuangang Deng 1 Holographic Stirling engines and the route to Carnot efficiency Nikesh Lilani, Manus R. Visser 1 Hilbert Space Fragmentation and Gauge Symmetry Thea Budde, Marina Krist\'c Marinkovi\'c, Joao C. Pinto Barros 1 Host-guest co-amorphous structure revealed by the suppression of the first sharp diffraction peak in isotactic poly(4-methyl-1-pentene) Tomoki Ogihara, Yusuke Hiejima, Ayano Chiba 1 Finite-Time Thermodynamics of an Autonomous Information Machine Wanyan Chen, Miao Chen, Yu-Han Ma 1 A Modular Cryogenic Link for Microwave Quantum Communication Over Distances of Tens of Meters Josua D. Sch\"ar, Simon Storz, Paul Magnard, Philipp Kurpiers, Janis L\"utolf, Melvin Gehrig, Jean-Claude Besse, Anatoly Kulikov, Andreas Wallraff 1 Gravitationally induced wave-function collapse from dynamical bifurcation C. A. S. Almeida 1 Boson correlations are spurious for classical states Daniel E. Salazar, Fabrice P. Laussy 1 Configurational density of states of finite classical systems Sergio Davis, Boris Maul\'en 1 Self-organisation -- the underlying principle and a general formalism Raphael Blumenfeld 1 Near-resonant nuclear spin detection with megahertz mechanical resonators Diego A. Visani, Letizia Catalini, Christian L. Degen, Alexander Eichler, Javier del Pino 1 Josephson Dynamics in 2D Ring-shaped Condensates Koon Siang Gan, Vijay Pal Singh, Luigi Amico, Rainer Dumke 1 Dynamics of Loschmidt echoes from operator growth in noisy quantum many-body systems Takato Yoshimura, Lucas S\'a 1 Ultra-slow capillary rise on hydrogel surfaces Anagha Datar, Joonas Ryssy, Aku O. Toivonen, Matilda Backholm 1 Kinematical and dynamical contrast of dislocations in thick GaN substrates observed by synchrotron-radiation X-ray topography under six-beam diffraction conditions Yongzhao Yao, Yoshiyuki Tsusaka, Yukari Ishikawa 1 High-speed, High-Resolution, Three-Dimensional Imaging of Threading Dislocations in beta-$Ga_{2}O_{3}$ via Phase-Contrast Microscopy Yukari Ishiakwa, Daiki Katsube, Yongzhao Yao, Koji Sato, Kohei Sasaki 1 Symmetry Breaking of Current Response in Disordered Exclusion Processes Issei Sakai, Takuma Akimoto 1 Representative-volume sizing in finite cylindrical computed tomography by low-wavenumber spectral convergence Fernando Alonso-Marroquin, Abdullah Alqubalee, Christian Tantardini 1 Microfluidic Fabrication and Analysis of Biocompatible, Monodisperse DNA-Hydrogels with Tunable Swelling and Dissolution Kinetics Corinna Torabi, Takayuki Suzuki, Emily Helm, Harrison Khoo, Sophie Tanenbaum, Rebecca Schulman, Soojung Claire Hur 1 It\^o versus H\"anggi-Klimontovich Carlos Escudero, Helder Rojas 1 From atomic to global connectivity in the structure of the SARS-CoV2-Human ACE2 receptor complex Varsha Subramanyan, Arinnia Anto, Moitrayee Bhattacharyya, Smitha Vishveshwara, Saraswathi Vishveshwara 1 INTENTAS -- An entanglement-enhanced atomic sensor for microgravity O. Anton, I. Br\"ockel, D. Derr, A. Fieguth, M. Franzke, M. G\"artner, E. Giese, J. S. Haase, J. Hamann, A. Heidt, S. Kanthak, C. Klempt, J. Kruse, M. Krutzik, S. Kubitza, C. Lotz, K. M\"uller, J. Pahl, E. M. Rasel, M. Schiemangk, W. P. Schleich, S. Schwertfeger, A. Wicht, L. W\"orner 1 Semi-classical geometric tensor in multiparameter quantum information Satoya Imai, Jing Yang, Luca Pezz\`e 1 Orthogonalization speed-up from quantum coherence after a sudden quench Beatrice Donelli, Gabriele De Chiara, Francesco Scazza, Stefano Gherardini 1 The effect of Coulomb interactions on relic neutrino detection via beta decaying impurities in (semi)metals Karel van der Marck, Vadim Cheianov 1 Mean-Field Theory for Heider Balance under Heterogeneous Social Temperatures Zhen Li, Yuki Izumida

Nature Physics 3

3 Optical excitations reshape the spin-wave spectrum in antiferromagnets 2 Average topological phase in a disordered Rydberg atom array Zongpei Yue, Yu-Feng Mao, Xinhui Liang, Zhen-Xing Hua, Peiyun Ge, Yu-Xin Chao, Kai Li, Chen Jia, Meng Khoon Tey, Yong Xu, Li You 1 Transverse optical torque observed at the nanoscale Ryoma Fukuhara, Tsutomu Shimura, Yoshito Y. Tanaka

Nature Materials 1

2 Sub-wavelength extreme ultraviolet microscopy reveals domain-wall stability during ultrafast demagnetization Hung-Tzu Chang, Sergey Zayko, Timo Schmidt, Ofer Kfir, Murat Sivis, Johan H. Mentink, Manfred Albrecht, Claus Ropers

Digital Discovery 4

4 Large language models in materials science and the need for open-source approaches Fengxu Yang, Weitong Chen, Jack D. Evans 3 Generalization of long-range machine learning potentials in complex chemical spaces Michał Sanocki, Julija Zavadlav 1 Stoichiometrically-informed symbolic regression for extracting chemical reaction mechanisms from data Manuel A Palma Banos, Joel D. Kress, Rigoberto Hernandez, Galen T. Craven 1 WeChemSynOntology: Semantic Modeling of Wet Chemical Syntheses in a Self-Driving Lab for Nano- and Advanced Materials Markus Schilling, Harald Bresch, Bernd Bayerlein, Bastian Ruehle

npj Computational Materials 3

4 Spin-valley-mismatched altermagnet for giant tunneling magnetoresistance Kun Yan, Yizhi Hu, Wei-Hua Xiao, Xiaolong Zou, Xiaobin Chen, Wenhui Duan 3 Open electrolyte database generated via an automated molecular dynamics simulation framework Kou Nakamura, Norio Takenaka, Masatoshi Hanai, Yuna Oikawa, Ryo Tamura, Koji Tsuda, Masanobu Nakayama, Junichiro Shiomi, Atsuo Yamada 3 Data-efficient machine-learning of complex Fe–Mo intermetallics using domain knowledge of chemistry and crystallography Mariano Forti, Alesya Malakhova, Yury Lysogorskiy, Wenhao Zhang, Jean-Claude Crivello, Jean-Marc Joubert, Ralf Drautz, Thomas Hammerschmidt

AI Labs & Research

Cameron Wolfe - Deep Dive 1

1 RL Scaling Laws for LLMs Cameron R. Wolfe, Ph.D.

BAIR Blog (Berkeley AI Research) 1

1 Gradient-based Planning for World Models at Longer Horizons

OpenAI Blog 1

1 OpenAI helps Hyatt advance AI among colleagues

Simon Willison 2

1 SQL functions in Google Sheets to fetch data from Datasette 1 Claude Token Counter, now with model comparisons

Microsoft Research 1

1 Can we AI our way to a more sustainable world? Doug Burger, Amy Luers, Ishai Menache

Tech

Hacker News 30

2 Quantum Computers Are Not a Threat to 128-Bit Symmetric Keys 2 Anatomy of High-Performance Matrix Multiplication (2008) [pdf] 1 Monero Community Crowdfunding System 1 Jujutsu megamerges for fun and profit 1 OpenAI ad partner now selling ChatGPT ad placements based on "prompt relevance" 1 Show HN: Holos – QEMU/KVM with a compose-style YAML, GPUs and health checks 1 John Ternus to become Apple CEO 1 AI Resistance: some recent anti-AI stuff that’s worth discussing 1 F-35 is built for the wrong war 1 Soul Player C64 – A real transformer running on a 1 MHz Commodore 64 1 We got 207 tok/s with Qwen3.5-27B on an RTX 3090 1 Kimi vendor verifier – verify accuracy of inference providers 1 Bloom (YC P26) Is Hiring 1 We accepted surveillance as default 1 Deezer says 44% of songs uploaded to its platform daily are AI-generated 1 Kimi K2.6: Advancing open-source coding 1 Qwen3.6-Max-Preview: Smarter, Sharper, Still Evolving 1 All phones sold in the EU to have replaceable batteries from 2027 1 Sauna effect on heart rate 1 ggsql: A Grammar of Graphics for SQL 1 Atlassian enables default data collection to train AI 1 WebUSB Extension for Firefox 1 M 7.4 earthquake – 100 km ENE of Miyako, Japan 1 Brussels launched an age checking app. Hackers took 2 minutes to break it 1 GitHub's fake star economy 1 10 years ago, someone wrote a test for Servo that included an expiry in 2026 1 Modern Rendering Culling Techniques 1 Kefir C17/C23 Compiler 1 Writing string.h functions using string instructions in asm x86-64 1 Zero-Copy Pages in Rust: Or How I Learned to Stop Worrying and Love Lifetimes

GeekNews 31

4 Claude Opus 4.6과 4.7 사이의 시스템 프롬프트 변경 사항 neo 4 Claude Code 및 Codex 설정 변경으로 토큰을 절약하는 방법 spilist2 3 Uber, AI 코딩 도구 사용 급증으로 올해의 AI 예산 이미 소진 xguru 2 Show GN: VS Code/Cursor에서 개발과 인프라 반복 작업을 통합하는 익스텐션: alogin-skills emusal 2 2026년 AI 현황을 설명하는 그래프들 xguru 2 Why 2026 Seniors are just highly-paid Code Editors, on Addy Osmani ragingwind 2 RAM 부족 사태, 몇년간 지속될 수 있음 neo 2 Show GN: pvm - 여러 Python venv를 별칭과 TUI로 관리하는 Go CLI swq115 2 Show GN: 중복된 파일과 내가 어떤 유형의 사용자인지 알려주는 디스크 스캐너 LLM diskscan argo9 2 에이전트임을 증명하라: 에이전트를 위한 CAPTCHA xguru 1 스위스 당국, Microsoft 의존도 축소 추진 neo 1 첫 프로젝트 확보는 기존 인맥과 소개가 중심이었고, 전 직장 동료·지인·커뮤니티 연결이 반복적으로 출... neo 1 AI 리뷰를 신뢰할 수 있을까요? bangdori1 1 Blizzard가 가처분에서 승소한 뒤 Turtle WoW 클래식 서버 종료 발표 neo 1 Show GN: 외국어 공부용 크롬 확장 프로그램 tuenkle 1 기계식 키보드 소리를 들어보는 박물관 xguru 1 사람들의 말을 듣는 일을 공학적으로 피해 가려 하지 말 것 xguru 1 크리에이티브 소프트웨어 업계가 Adobe에 전쟁을 선포함 xguru 1 피시(Fish) 소스의 짧은 역사 xguru 1 GitHub의 가짜 스타 경제의 실체 xguru 1 Show GN: [macOS] FnLamp - fn 키 모드를 쉽게 변경하고 표시해주는 메뉴바앱 enarche 1 WhatsApp 그룹에 폭격 피해 사진을 공유한 항공사 직원 체포 neo 1 Show GN: DeskBorder - 마우스를 화면 가장자리로 밀어 가상 데스크톱을 전환하는 Windows 앱 kck4156 1 ArtifactNet: 코덱 물리학으로 AI 생성 음악을 탐지하는 경량 포렌식 프레임워크 unohee 1 다크 모드의 여섯 단계 (2024) xguru 1 프로그래밍의 일곱 가지 원형 언어 (2022) neo 1 iroh - 공개키 기반 초고속 P2P 네트워크 연결 라이브러리 오픈소스 xguru 1 모든 공개 Notion 페이지는 모든 편집자들의 이메일 주소를 노출하고 있음 neo 1 Vercel, 내부 시스템 침해 발생했다고 밝혀 neo 1 Vercel 보안 침해 확인, 해커는 탈취한 데이터 판매 중이라고 주장 neo 1 아빠의 뇌: 아버지됨이 남성의 마음을 어떻게 재구성하는가 neo