Quantum Computing Beyond Ground State Electronic Structure: A Review of Progress Toward Quantum Chemistry Out of the Ground StateQuantum computing offers the promise of revolutionizing quantum chemistry by enabling the solution of chemical problems for substantially less computational cost. While most demonstrations of quantum…Alan Bidart, Prateek Vaish, Tilas Kabengele et al.·Sep 24, 2025SaveLearn
Discovery of Sustainable Refrigerants through Physics-Informed RL Fine-Tuning of Sequence ModelsMost refrigerants currently used in air-conditioning systems, such as hydrofluorocarbons, are potent greenhouse gases and are being phased down. Large-scale molecular screening has been applied to…Adrien Goldszal, Diego Calanzone, Vincent Taboga et al.·Sep 23, 2025SaveLearn
Short-Range Solvent-Solvent and Ion-Solvent Correlations at Metal-Electrolyte Interfaces: Parameterization and BenchmarkingShort-range correlations in electrolyte solutions lead to oscillatory profiles of water polarization and ionic concentration at electrode-electrolyte interfaces. The recently developed…Mengke Zhang, Jun Huang·Sep 23, 2025SaveLearn
Seniority-zero Linear Canonical Transformation TheoryWe propose a method to solve the electronic Schr\"odinger equation for strongly correlated systems by applying a unitary transformation to reduce the complexity of the physical Hamiltonian. In…Daniel F. Calero-Osorio, Paul W. Ayers·Sep 23, 2025SaveLearn
Quantum-electrodynamical time-dependent density functional theory description of molecules in optical cavitiesA quantum electrodynamical time-dependent density functional theory framework is applied to describe strongly coupled light--matter interactions in cavity environments. The formalism utilizes a…Yetmgeta Aklilu, Matthew Shepherd, Cody L. Covington et al.·Sep 23, 2025SaveLearn
How special are the dynamics of deep eutectic solvents? A Look at the Prototypical Case of EthalineWe investigated the molecular dynamics of the prototypical deep eutectic solvent (DES) ethaline. We disentangled the different motions of its two constituents, namely choline chloride and ethylene…Mohammad Nadim Kamar, Armin Mozhdehei, Basma Dupont et al.·Sep 23, 2025SaveLearn
Biological Crowding Annihilates Terahertz Transmission Nonlinearity in Aqueous Protein SolutionsHydration water is vital for the stabilization of protein structure and function. The strong interaction of hydration water with the protein surface brings into question how dynamics and asymmetry of…Ellen M. Adams, Igor Ilyakov, Manthan Raj et al.·Sep 23, 2025SaveLearn
A scalable route to first-order response properties with correlated sampling phaseless auxiliary-field quantum Monte CarloTo make useful connections with experimental measurements, correlated electronic structure theories must accurately predict chemical properties in addition to energies. We present a finite-difference…Leon Otis, Sri Gudivada, Marvin Friede et al.·Sep 23, 2025SaveLearn
"Gold-Standard" -Machine Learned and Transferable Potential for Linear AlkanesThe conformational properties of linear alkanes, CnH2n+2, have been of intense interest for many years. Experiments and corresponding electronic structure calculations were first reported in…Chen Qu, Thomas C. Allison, Apurba Nandi et al.·Sep 22, 2025SaveLearn
Nuclear-electronic orbital second-order coupled cluster for excited statesExcited-state methods within the nuclear--electronic orbital (NEO) framework have the potential to capture vibrational, electronic, and vibronic transitions in a single calculation. In the NEO…Jonathan H. Fetherolf, Fabijan Pavošević, Sharon Hammes-Schiffer·Sep 22, 2025SaveLearn
MesoNet: A Fundamental Principle for Multi-Representation Learning in Complex Chemical SystemsAccurate prediction of molecular properties in complex chemical systems is crucial for accelerating material discovery and chemical innovation. However, current computational methods often struggle…Jinming Fan, Chao Qian, Shaodong Zhou·Sep 22, 2025SaveLearn
Unsymmetrical synthesis of benzimidazole-fused naphthalene imides with panchromatic absorption and redox activityWe report a concise synthesis of unsymmetrical benzimidazole-fused naphthalene imide (BfNI) and anhydride (BfNA) derivatives featuring broad UV-Vis-NIR absorption, stable redox activity, and enhanced…Guan-Ru Lin, Huai-Chih Chang, Yi-Chen Wu et al.·Sep 22, 2025SaveLearn
Modeling Interfacial Electron Transfer using Path Integral Molecular DynamicsOuter sphere electron transfer rates can be calculated from simulation data by sampling the equilibrium statistics of the canonical reaction coordinate -- the vertical energy gap. For these…Yoonjae Park, Adam P. Willard·Sep 22, 2025SaveLearn
The [3+1] Formulation of Chemical Dynamics in Curved Spacetime under the Eulerian ObserverTraditionally, gravity is generally considered to exert an extremely weak effect in chemistry because the Newtonian gravitation is typically negligible compared to the dominant Coulomb potentials in…Xingyu Zhang, Jinke Yu, Qingyong Meng·Sep 22, 2025SaveLearn
First principles simulation of the collective rovibronic ground state in a cavityStrong light-matter coupling in Fabry-Perot cavities can modify ground-state molecular reactivity, charge and energy transport, while modifications to single-molecule properties have not been…Niclas Krupp, Moritz Huber, Cheng Luo et al.·Sep 21, 2025SaveLearn
Data-driven approach to the design of complexing agents for trivalent transuranium elementsThe properties of complexes with transuranium elements have long been the object of research in various fields of chemistry. However, their experimental study is complicated by their rarity, high…Kirill V. Karpov, Ivan S. Pikulin, Grigory V. Bokov et al.·Sep 21, 2025SaveLearn
DeepEOSNet: Capturing the dependency on thermodynamic state in property prediction tasksWe propose a machine learning (ML) architecture to better capture the dependency of thermodynamic properties on the independent states. When predicting state-dependent thermodynamic properties, ML…Jan Pavšek, Alexander Mitsos, Manuel Dahmen et al.·Sep 21, 2025SaveLearn
The Good, the Bad, and the Ugly of Atomistic Learning for "Clusters-to-Bulk" GeneralizationTraining machine learning interatomic potentials (MLIPs) on total energies of molecular clusters using differential or transfer learning is becoming a popular route to extend the accuracy of…Mikołaj J. Gawkowski, Mingjia Li, Benjamin X. Shi et al.·Sep 20, 2025SaveLearn
Efficient All-Electron Periodic Fourier-Transformed Coulomb MethodWe present an efficient algorithm for the all-electron periodic Coulomb matrix based on the Ewald summation combined with the Fourier-transformed Coulomb method. The short-range contributions…Hieu Q. Dinh, Adam Rettig, Xintian Feng et al.·Sep 19, 2025SaveLearn
A State-Specific Iterative Decoupling Scheme Based on Perturbation Theory for Low-Energy Electronic StatesIn this work, we introduce a selective and scalable extension of the multi-step Rayleigh-Schrodinger and Brillouin-Wigner perturbative scheme (see arXiv:2408.16505), designed to efficiently access…Oussama Bindech, Saad yalouz, Vincent Robert·Sep 19, 2025SaveLearn
Incorporating Coulomb interactions with fixed charges in Moment Tensor Potentials and Equivariant Tensor Network PotentialsIn this work, we incorporate long-range electrostatic interactions in the form of the Coulomb model with fixed charges into the functional form of short-range machine-learning interatomic potentials…Dmitry Korogod, Olga Chalykh, Max Hodapp et al.·Sep 19, 2025SaveLearn
DeepMech: A Machine Learning Framework for Chemical Reaction Mechanism PredictionPrediction of complete step-by-step chemical reaction mechanisms (CRMs) remains a major challenge. Whereas the traditional approaches in CRM tasks rely on expert-driven experiments or costly quantum…Manajit Das, Ajnabiul Hoque, Mayank Baranwal et al.·Sep 19, 2025SaveLearn
A new family of seniority-restricted coupled cluster methodsWe introduce a novel class of coupled cluster (CC) methods that leverage the seniority concept to enhance efficiency and accuracy in electronic structure calculations. While existing approaches, such…Ramón Alain Miranda-Quintana, Rugwed Lokhande, Carlos E. V. de Moura et al.·Sep 18, 2025SaveLearn
Exploring new construction schemes for extended-hierarchy CI (ehCI) wavefunctionsFollowing the work of Loos et al. on hierarchy CI (hCI) we propose an extended way of partitioning the Hilbert space by combining the excitation and the seniority sectors in a more general way. We…Rugwed A. Lokhande, Carlos E. V. de Moura, Pratiksha B. Gaikwad et al.·Sep 18, 2025SaveLearn
Fluorescence-detected Wavepacket Interferometry reveals time-varying Exciton Relaxation Pathways in single Light-Harvesting ComplexesPhotosynthesis relies on efficient energy relaxation within the excited-state manifold of pigment-protein complexes. Since the protein scaffold is rather flexible, the resulting energetic and…Stephan Wiesneth, Paul Recknagel, Alastair T. Gardiner et al.·Sep 18, 2025SaveLearn