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Structurally Constrained Evolutionary Algorithm for the Discovery and Design of Metastable Phases

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1 of the 93 references listed on this page is in the Retraction Watch database as retracted (export 2026-10-28): 10.1038/s41586-023-05742-0 (notice 2023-11-07).

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Discovering New Materials via A Priori Crystal Structure Prediction
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Modern Methods of Crystal Structure Prediction
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Fundamentals of TiO 2 Photocatalysis: Concepts, Mechanisms, and Challenges
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A Ferromagnetic Carbodiimide: Cr2(NCN)3
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Electronic Structure and Superconductivity of Compressed Metal Tetrahydrides
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Effect of the damping function in dispersion corrected density functional theory
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Structures at high pressure from random searching
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Infrared study of lithium intercalated phases in the LixFeS2 system (0 ⩽ x ⩽ 2). Characterization of a new iron disulfide
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Efficiency of ab-initio total energy calculations for metals and semiconductors using a plane-wave basis set
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Structure prediction of titania phases: Implementation of Darwinian versus Lamarckian concepts in an Evolutionary Algorithm
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Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis
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Solving inorganic crystal structures from X-ray powder diffraction using a generative first-principles framework
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XtalOpt: An open-source evolutionary algorithm for crystal structure prediction
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Identifying duplicate crystal structures: XtalComp, an open-source solution
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X-ray diffraction data-assisted structure searches
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RandSpg: An open-source program for generating atomistic crystal structures with specific spacegroups
inferredcites →https://doi.org/10.1016/j.cpc.2018.11.016openalex-snapshot
XtalOpt Version r12: An open-source evolutionary algorithm for crystal structure prediction
inferredcites →https://doi.org/10.1016/j.cpc.2020.107679openalex-snapshot
MAISE: Construction of neural network interatomic models and evolutionary structure optimization
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PyXtal: A Python library for crystal structure generation and symmetry analysis
inferredcites →https://doi.org/10.1016/j.pnsc.2016.12.007openalex-snapshot
Synchrotron radiation X-ray powder diffraction techniques applied in hydrogen storage materials - A review
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First principles phonon calculations in materials science
inferredcites →https://doi.org/10.1021/acs.chemmater.1c01400openalex-snapshot
Predicted Polymeric and Layered Covalent Networks in Transition Metal Pentazolate M(cyclo-N5)x Phases at Ambient and High Pressure: Up to 20 Nitrogen Atoms per Metal
inferredcites →https://doi.org/10.1021/acs.chemmater.2c03444openalex-snapshot
Inverse Design of Tetracene Polymorphs with Enhanced Singlet Fission Performance by Property-Based Genetic Algorithm Optimization
inferredcites →https://doi.org/10.1021/acs.inorgchem.1c03879openalex-snapshot
TCSP: a Template-Based Crystal Structure Prediction Algorithm for Materials Discovery
inferredcites →https://doi.org/10.1021/acs.jctc.0c01101openalex-snapshot
Exploration and Optimization in Crystal Structure Prediction: Combining Basin Hopping with Quasi-Random Sampling
inferredcites →https://doi.org/10.1021/acs.jctc.3c00031openalex-snapshot
Geometric Deep Learning for Molecular Crystal Structure Prediction
inferredcites →https://doi.org/10.1021/acs.jctc.5b01112openalex-snapshot
Convergence Properties of Crystal Structure Prediction by Quasi-Random Sampling
inferredcites →https://doi.org/10.1021/acs.jctc.7b01152openalex-snapshot
GAtor: A First-Principles Genetic Algorithm for Molecular Crystal Structure Prediction
inferredcites →https://doi.org/10.1021/acs.jctc.9b00073openalex-snapshot
Crystal Structure Prediction via Basin-Hopping Global Optimization Employing Tiny Periodic Simulation Cells, with Application to Water–Ice
inferredcites →https://doi.org/10.1021/acs.jpca.6b01655openalex-snapshot
A New Allotrope of Nitrogen as High-Energy Density Material
inferredcites →https://doi.org/10.1021/acs.jpca.7b08974openalex-snapshot
Novel Potassium Polynitrides at High Pressures
inferredcites →https://doi.org/10.1021/acs.jpcc.0c09531openalex-snapshot
The XtalOpt Evolutionary Algorithm for Crystal Structure Prediction
inferredcites →https://doi.org/10.1021/acs.jpcc.9b11404openalex-snapshot
Prediction of Novel Tin Nitride SnxNy Phases Under Pressure
inferredcites →https://doi.org/10.1021/acs.jpclett.0c02543openalex-snapshot
Prediction of a New Layered Polymorph of FeS2 with Fe3+S2–(S22–)1/2 Structure
inferredcites →https://doi.org/10.1021/acs.jpclett.1c00826openalex-snapshot
Synthesis of Weaire–Phelan Barium Polyhydride
inferredcites →https://doi.org/10.1021/acs.jpclett.2c02157openalex-snapshot
Chemically Assisted Precompression of Hydrogen Molecules in Alkaline-Earth Tetrahydrides
inferredcites →https://doi.org/10.1021/acs.nanolett.8b00673openalex-snapshot
Metastable Superconductivity in Two-Dimensional IrTe 2 Crystals
inferredcites →https://doi.org/10.1021/jacs.3c00631openalex-snapshot
Computational Design and Theoretical Properties of WC 3 N 6 , an H-Free Melaminate and Potential Multifunctional Material
inferredcites →https://doi.org/10.1021/jacs.7b11123openalex-snapshot
Pressure-Induced Polymerization of CO2 in Lithium–Carbon Dioxide Phases
inferredcites →https://doi.org/10.1021/jp9533584openalex-snapshot
Comparison of the Photoelectronic and Photocatalytic Activities of Various Anatase and Rutile Forms of Titania in Pure Liquid Organic Phases and in Aqueous Solutions
inferredcites →https://doi.org/10.1021/jp970984nopenalex-snapshot
Global Optimization by Basin-Hopping and the Lowest Energy Structures of Lennard-Jones Clusters Containing up to 110 Atoms
inferredcites →https://doi.org/10.1038/nature17981openalex-snapshot
Metastable high-entropy dual-phase alloys overcome the strength–ductility trade-off
inferredcites →https://doi.org/10.1038/nchem.1818openalex-snapshot
Calculations predict a stable molecular crystal of N8
inferredcites →https://doi.org/10.1038/nmat1146openalex-snapshot
Single-bonded cubic form of nitrogen
inferredcites →https://doi.org/10.1038/nmat4266openalex-snapshot
Enhancement of the chemical stability in confined δ-Bi2O3
inferredcites →https://doi.org/10.1038/nphys3760openalex-snapshot
Crystal structure of the superconducting phase of sulfur hydride
inferredcites →https://doi.org/10.1038/s41467-022-29813-4openalex-snapshot
Structural complexity in ramp-compressed sodium to 480 GPa
inferredcites →https://doi.org/10.1038/s41524-019-0226-8openalex-snapshot
Predicting superhard materials via a machine learning informed evolutionary structure search
inferredcites →https://doi.org/10.1038/s41567-020-01148-1openalex-snapshot
Evidence for metastable photo-induced superconductivity in K3C60
inferredcites →https://doi.org/10.1038/s41578-019-0101-8openalex-snapshot
Structure prediction drives materials discovery
inferredcites →https://doi.org/10.1038/s41586-023-05742-0openalex-snapshot
RETRACTED ARTICLE: Evidence of near-ambient superconductivity in a N-doped lutetium hydride
inferredcites →https://doi.org/10.1039/c3ce42070aopenalex-snapshot
Determining hydrogen positions in crystal engineered organic molecular complexes by joint neutron powder and single crystal X-ray diffraction
inferredcites →https://doi.org/10.1039/c4cp04445bopenalex-snapshot
Predicting crystal structures and properties of matter under extreme conditions via quantum mechanics: the pressure is on
inferredcites →https://doi.org/10.1039/d0sc00554aopenalex-snapshot
Evolutionary chemical space exploration for functional materials: computational organic semiconductor discovery
inferredcites →https://doi.org/10.1039/d2tc01887jopenalex-snapshot
Putting xenon and nitrogen under pressure: towards new layered and two-dimensional nitrogen allotropes with crown ether-like nanopores
inferredcites →https://doi.org/10.1063/1.1724816openalex-snapshot
Minima hopping: An efficient search method for the global minimum of the potential energy surface of complex molecular systems
inferredcites →https://doi.org/10.1063/1.2210932openalex-snapshot
Crystal structure prediction using ab initio evolutionary techniques: Principles and applications
inferredcites →https://doi.org/10.1063/1.2646940openalex-snapshot
SASS: A symmetry adapted stochastic search algorithm exploiting site symmetry
inferredcites →https://doi.org/10.1063/1.3290954openalex-snapshot
Structural stability of polymeric nitrogen: A first-principles investigation
inferredcites →https://doi.org/10.1063/1.3382344openalex-snapshot
A consistent and accurate ab initio parametrization of density functional dispersion correction (DFT-D) for the 94 elements H-Pu
inferredcites →https://doi.org/10.1063/1.4794424openalex-snapshot
First-principles structural design of superhard materials
inferredcites →https://doi.org/10.1063/1.4812323openalex-snapshot
Commentary: The Materials Project: A materials genome approach to accelerating materials innovation
inferredcites →https://doi.org/10.1063/1.4944801openalex-snapshot
Growth far from equilibrium: Examples from III-V semiconductors
inferredcites →https://doi.org/10.1073/pnas.1607850113openalex-snapshot
Direct calorimetric verification of thermodynamic instability of lead halide hybrid perovskites
inferredcites →https://doi.org/10.1088/0953-8984/22/2/022201openalex-snapshot
Chemical accuracy for the van der Waals density functional
inferredcites →https://doi.org/10.1088/0953-8984/25/49/495401openalex-snapshot
A grand canonical genetic algorithm for the prediction of multi-component phase diagrams and testing of empirical potentials
inferredcites →https://doi.org/10.1088/0953-8984/26/3/035402openalex-snapshot
An adaptive genetic algorithm for crystal structure prediction
inferredcites →https://doi.org/10.1103/physrevb.107.184101openalex-snapshot
Topological electride phase of sodium at high pressures and temperatures
inferredcites →https://doi.org/10.1103/physrevb.108.014511openalex-snapshot
Structure, stability, and superconductivity of N-doped lutetium hydrides at kbar pressures
inferredcites →https://doi.org/10.1103/physrevb.13.5188openalex-snapshot
Special points for Brillouin-zone integrations
inferredcites →https://doi.org/10.1103/physrevb.50.17953openalex-snapshot
Projector augmented-wave method
inferredcites →https://doi.org/10.1103/physrevb.54.11169openalex-snapshot
Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set
inferredcites →https://doi.org/10.1103/physrevb.75.104113openalex-snapshot
Global space-group optimization problem: Finding the stablest crystal structure without constraints
inferredcites →https://doi.org/10.1103/physrevb.82.094116openalex-snapshot
Crystal structure prediction via particle-swarm optimization
inferredcites →https://doi.org/10.1103/physrevb.83.193410openalex-snapshot
Denser than diamond:Ab initiosearch for superdense carbon allotropes
inferredcites →https://doi.org/10.1103/physrevb.84.092103openalex-snapshot
Evolutionary search for superhard materials: Methodology and applications to forms of carbon and TiO 2
inferredcites →https://doi.org/10.1103/physrevb.92.024106openalex-snapshot
Generalized evolutionary metadynamics for sampling the energy landscapes and its applications
inferredcites →https://doi.org/10.1103/physrevb.95.121108openalex-snapshot
Quantum Monte Carlo study of the energetics of the rutile, anatase, brookite, and columbite TiO2 polymorphs
inferredcites →https://doi.org/10.1103/physrevlett.110.118702openalex-snapshot
Towards Direct-Gap Silicon Phases by the Inverse Band Structure Design Approach
inferredcites →https://doi.org/10.1103/physrevlett.111.175502openalex-snapshot
Stable All-Nitrogen Metallic Salt at Terapascal Pressures
inferredcites →https://doi.org/10.1103/physrevlett.113.205502openalex-snapshot
Pressure-Induced Symmetry-Lowering Transition in Dense Nitrogen to Layered Polymeric Nitrogen (LP-N) with Colossal Raman Intensity
inferredcites →https://doi.org/10.1103/physrevlett.122.066001openalex-snapshot
Hexagonal Layered Polymeric Nitrogen Phase Synthesized near 250 GPa
inferredcites →https://doi.org/10.1103/physrevlett.124.216001openalex-snapshot
High-Pressure Polymeric Nitrogen Allotrope with the Black Phosphorus Structure
inferredcites →https://doi.org/10.1103/physrevlett.77.3865openalex-snapshot
Generalized Gradient Approximation Made Simple
inferredcites →https://doi.org/10.1103/physrevlett.90.075503openalex-snapshot
Predicting Crystal Structures: The Parrinello-Rahman Method Revisited
inferredcites →https://doi.org/10.1103/physrevlett.93.125501openalex-snapshot
Prediction of New Phases of Nitrogen at High Pressure from First-Principles Simulations
inferredcites →https://doi.org/10.1103/physrevmaterials.1.063802openalex-snapshot
Automated crystal structure solution from powder diffraction data: Validation of the first-principles-assisted structure solution method
inferredcites →https://doi.org/10.1103/physrevresearch.5.013189openalex-snapshot
Targeting high symmetry in structure predictions by biasing the potential energy surface
inferredcites →https://doi.org/10.1103/physrevx.7.011017openalex-snapshot
Computer-Assisted Inverse Design of Inorganic Electrides
inferredcites →https://doi.org/10.1107/s0108768112017466openalex-snapshot
Constrained evolutionary algorithm for structure prediction of molecular crystals: methodology and applications
inferredcites →https://doi.org/10.1107/s2053229613027861openalex-snapshot
Evolutionary search for new high-kdielectric materials: methodology and applications to hafnia-based oxides
inferredcites →https://doi.org/10.1126/sciadv.1600225openalex-snapshot
The thermodynamic scale of inorganic crystalline metastability
inferredcites →https://doi.org/10.1126/science.220.4598.671openalex-snapshot
Optimization by Simulated Annealing

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.5372187openalex-extracted
Xtalopt Version 14: Variable-Composition Crystal Structure Search for Functional Materials Through Pareto Optimization
inferred← citeshttps://doi.org/10.1016/j.cpc.2024.109306openalex-snapshot
XtalOpt version 13: Multi-objective evolutionary search for novel functional materials
inferred← citeshttps://doi.org/10.1016/j.cpc.2025.109910openalex-snapshot
XtalOpt version 14: Variable-composition crystal structure search for functional materials through Pareto optimization
inferred← citeshttps://doi.org/10.1021/acs.inorgchem.4c04710openalex-snapshot
Capturing High-Energy Polymeric Nitrogen Structures Stabilized by Lutetium at Ambient Conditions
inferred← citeshttps://doi.org/10.1021/acs.jpca.5c05317openalex-snapshot
Using Topology to Predict Electrides in the Solid State
inferred← citeshttps://doi.org/10.1021/jacs.5c09198openalex-snapshot
High-Pressure Synthesis of Two Pb3(C3N6) Polymorphs Featuring Fully Deprotonated [C3N6]6– Melaminate Anions
inferred← citeshttps://doi.org/10.1039/d4dd00269eopenalex-snapshot
Powder X-ray diffraction assisted evolutionary algorithm for crystal structure prediction
inferred← citeshttps://doi.org/10.1103/physrevlett.134.196102openalex-snapshot
High Pressure Synthesis of Rubidium Superhydrides
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