On the public citation graph
Deep Learning‐Assisted Active Metamaterials with Heat‐Enhanced Thermal Transport
0 signed · 131 inferred · view as graph
Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.
Is this your work? Sign in with ORCID and put your name on the
claims that are yours.
Reference health. See whether every reference in this work resolves to a
known work and none has been retracted — and get a dated CiteStamped
badge you can embed.
What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/adfm.201906718openalex-snapshot
Thermal Conductivity Reduction in a Nanophononic Metamaterial versus a Nanophononic Crystal: A Review and Comparative Analysis
inferredcites →https://doi.org/10.1002/adma.202003084openalex-snapshot
Path‐Dependent Thermal Metadevice beyond Janus Functionalities
inferredcites →https://doi.org/10.1002/adma.202003823openalex-snapshot
A Continuously Tunable Solid‐Like Convective Thermal Metadevice on the Reciprocal Line
inferredcites →https://doi.org/10.1002/adma.202200329openalex-snapshot
Passive Ultra‐Conductive Thermal Metamaterials
inferredcites →https://doi.org/10.1002/adma.202201093openalex-snapshot
A Real‐Time Self‐Adaptive Thermal Metasurface
inferredcites →https://doi.org/10.1002/adma.202209123openalex-snapshot
Convective Thermal Metamaterials: Exploring High‐Efficiency, Directional, and Wave‐Like Heat Transfer
inferredcites →https://doi.org/10.1002/adma.202209779openalex-snapshot
Semiconductor Thermal and Electrical Properties Decoupled by Localized Phonon Resonances
inferredcites →https://doi.org/10.1002/adma.202370237openalex-snapshot
Deep‐Learning‐Enabled Intelligent Design of Thermal Metamaterials (Adv. Mater. 33/2023)
inferredcites →https://doi.org/10.1007/978-981-15-2301-4openalex-snapshot
Theoretical Thermotics: Transformation Thermotics and Extended Theories for Thermal Metamaterials
inferredcites →https://doi.org/10.1016/j.ijheatmasstransfer.2020.120437openalex-snapshot
Making thermal sensors accurate and invisible with an anisotropic monolayer scheme
inferredcites →https://doi.org/10.1016/j.ijheatmasstransfer.2021.121177openalex-snapshot
Particle swarm optimization for realizing bilayer thermal sensors with bulk isotropic materials
inferredcites →https://doi.org/10.1016/j.ijheatmasstransfer.2021.122305openalex-snapshot
Deep learning techniques elucidate and modify the shape factor to extend the effective medium theory beyond its original formulation
inferredcites →https://doi.org/10.1016/j.ijheatmasstransfer.2022.122716openalex-snapshot
Design of thermal cloaks with isotropic materials based on machine learning
inferredcites →https://doi.org/10.1038/natrevmats.2016.1openalex-snapshot
Controlling sound with acoustic metamaterials
inferredcites →https://doi.org/10.1038/natrevmats.2017.66openalex-snapshot
Flexible mechanical metamaterials
inferredcites →https://doi.org/10.1038/ncomms6553openalex-snapshot
Wavefront modulation and subwavelength diffractive acoustics with an acoustic metasurface
inferredcites →https://doi.org/10.1038/nmat2743openalex-snapshot
Transformation optics and metamaterials
inferredcites →https://doi.org/10.1038/nmat3901openalex-snapshot
Three-dimensional broadband omnidirectional acoustic ground cloak
inferredcites →https://doi.org/10.1038/s41467-018-06802-0openalex-snapshot
Space-time-coding digital metasurfaces
inferredcites →https://doi.org/10.1038/s41467-020-19909-0openalex-snapshot
Tunable analog thermal material
inferredcites →https://doi.org/10.1038/s41467-021-27543-7openalex-snapshot
Robustly printable freeform thermal metamaterials
inferredcites →https://doi.org/10.1038/s41467-022-30023-1openalex-snapshot
Heat transfer control using a thermal analogue of coherent perfect absorption
inferredcites →https://doi.org/10.1038/s41524-022-00861-0openalex-snapshot
Topology-optimized thermal metamaterials traversing full-parameter anisotropic space
inferredcites →https://doi.org/10.1038/s41563-018-0239-6openalex-snapshot
Thermal meta-device in analogue of zero-index photonics
inferredcites →https://doi.org/10.1038/s41563-020-00884-2openalex-snapshot
Seebeck-driven transverse thermoelectric generation
inferredcites →https://doi.org/10.1038/s41566-017-0089-9openalex-snapshot
Large optical nonlinearity of nanoantennas coupled to an epsilon-near-zero material
inferredcites →https://doi.org/10.1038/s41566-020-0604-2openalex-snapshot
Deep-learning-enabled self-adaptive microwave cloak without human intervention
inferredcites →https://doi.org/10.1038/s41567-019-0512-xopenalex-snapshot
Identifying topological order through unsupervised machine learning
inferredcites →https://doi.org/10.1038/s41578-021-00283-2openalex-snapshot
Transforming heat transfer with thermal metamaterials and devices
inferredcites →https://doi.org/10.1038/s41928-020-0380-5openalex-snapshot
An optically driven digital metasurface for programming electromagnetic functions
inferredcites →https://doi.org/10.1063/1.4954739openalex-snapshot
Thermal transport size effects in silicon membranes featuring nanopillars as local resonators
inferredcites →https://doi.org/10.1063/1.5019306openalex-snapshot
A thermal theory for unifying and designing transparency, concentrating and cloaking
inferredcites →https://doi.org/10.1063/1.5123908openalex-snapshot
Optimizing the structural topology of bifunctional invisible cloak manipulating heat flux and direct current
inferredcites →https://doi.org/10.1063/1.5134792openalex-snapshot
Machine-learning-assisted metasurface design for high-efficiency thermal emitter optimization
inferredcites →https://doi.org/10.1073/pnas.1808534115openalex-snapshot
Intrinsic spin of elastic waves
inferredcites →https://doi.org/10.1073/pnas.2110018119openalex-snapshot
Observation of Weyl exceptional rings in thermal diffusion
inferredcites →https://doi.org/10.1073/pnas.2209829120openalex-snapshot
Active metamaterials for realizing odd mass density
inferredcites →https://doi.org/10.1073/pnas.2217068120openalex-snapshot
Tunable liquid–solid hybrid thermal metamaterials with a topology transition
inferredcites →https://doi.org/10.1088/0031-9112/36/4/046openalex-snapshot
The Principles of Nonlinear Optics
inferredcites →https://doi.org/10.1093/nsr/nwac159openalex-snapshot
Black-hole-inspired thermal trapping with graded heat-conduction metadevices
inferredcites →https://doi.org/10.1103/physrevapplied.10.054032openalex-snapshot
Binary Thermal Encoding by Energy Shielding and Harvesting Units
inferredcites →https://doi.org/10.1103/physrevapplied.12.044011openalex-snapshot
Routing Acoustic Waves via a Metamaterial with Extreme Anisotropy
inferredcites →https://doi.org/10.1103/physrevapplied.14.064034openalex-snapshot
Feasible Thermodynamics Devices Enabled by Thermal-Null Medium
inferredcites →https://doi.org/10.1103/physrevapplied.19.054096openalex-snapshot
Space-Time Thermal Binary Coding by a Spatiotemporally Modulated Metashell
inferredcites →https://doi.org/10.1103/physrevb.97.195413openalex-snapshot
Two orders of magnitude reduction in silicon membrane thermal conductivity by resonance hybridizations
inferredcites →https://doi.org/10.1103/physrevlett.112.054302openalex-snapshot
Experimental Demonstration of a Bilayer Thermal Cloak
inferredcites →https://doi.org/10.1103/physrevlett.112.055505openalex-snapshot
Nanophononic Metamaterial: Thermal Conductivity Reduction by Local Resonance
inferredcites →https://doi.org/10.1103/physrevlett.115.195503openalex-snapshot
Temperature-Dependent Transformation Thermotics: From Switchable Thermal Cloaks to Macroscopic Thermal Diodes
inferredcites →https://doi.org/10.1103/physrevlett.117.055501openalex-snapshot
Temperature Trapping: Energy-Free Maintenance of Constant Temperatures as Ambient Temperature Gradients Change
inferredcites →https://doi.org/10.1103/physrevlett.121.173004openalex-snapshot
Nonlocal Metasurfaces for Optical Signal Processing
inferredcites →https://doi.org/10.1103/physrevlett.123.067701openalex-snapshot
Transformation-Invariant Metamaterials
inferredcites →https://doi.org/10.1115/1.4026911openalex-snapshot
Dynamics of Phononic Materials and Structures: Historical Origins, Recent Progress, and Future Outlook
inferredcites →https://doi.org/10.1126/sciadv.aar4206openalex-snapshot
Nanophotonic particle simulation and inverse design using artificial neural networks
inferredcites →https://doi.org/10.1126/sciadv.abj7906openalex-snapshot
Metalized polyamide heterostructure as a moisture-responsive actuator for multimodal adaptive personal heat management
inferredcites →https://doi.org/10.1126/science.1125907openalex-snapshot
Controlling Electromagnetic Fields
inferredcites →https://doi.org/10.1126/science.275.5307.1770openalex-snapshot
Novel Colloidal Interactions in Anisotropic Fluids
inferredcites →https://doi.org/10.1126/science.aat8084openalex-snapshot
All-optical machine learning using diffractive deep neural networks
inferredcites →https://doi.org/10.1126/science.aaw6259openalex-snapshot
Anti–parity-time symmetry in diffusive systems
inferredcites →https://doi.org/10.1126/science.abf7136openalex-snapshot
Temperature-adaptive radiative coating for all-season household thermal regulation
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.4681581openalex-extracted
A Dynamic Thermal Sensing Mechanism with Reconfigurable Expanded-Plane Structures
inferred← citeshttps://doi.org/10.1002/adem.202501280openalex-snapshot
Snap‐Through Thermomechanical Metamaterials for High‐Performance Thermal Rectification
inferred← citeshttps://doi.org/10.1002/adfm.202509862openalex-snapshot
V‐Shaped 3D Electrothermal Dual‐Function Metamaterials: Dynamic Dual‐Field Cloak Through Geometric Transformation
inferred← citeshttps://doi.org/10.1002/adfm.202511451openalex-snapshot
Self‐Regulated Co‐Assembly of Janus Bilayer Films for Real‐Time Photothermal Imaging and Monitoring
inferred← citeshttps://doi.org/10.1002/adfm.75070openalex-snapshot
Machine Learning‐Based Inverse Design for Functional Materials: Methods, Challenges, and Engineering Applications
inferred← citeshttps://doi.org/10.1002/adfm.78866openalex-snapshot
Inverse Design of Multisource Thermal Metamaterials for Multifunctional Thermal Camouflage
inferred← citeshttps://doi.org/10.1002/adma.202506061openalex-snapshot
Responsive Metasurface for Directional Control of Laser and Thermal Emission Dynamic Regulation
inferred← citeshttps://doi.org/10.1002/adma.202519721openalex-snapshot
Invisible Hydrodynamic Sensing via Metamaterial Shells Optimized by Machine Learning
inferred← citeshttps://doi.org/10.1002/adma.73690openalex-snapshot
Programmable Hydrodynamic Invisibility Enabled by Machine‐Learning‐Guided Metamaterials
inferred← citeshttps://doi.org/10.1002/adom.202401333openalex-snapshot
Active Control of Temperature‐Sensitive GaN‐Graphene van der Waals Heterojunctions Integrated Metasurfaces: A Platform for Multifunctional Micro–Nanophotonic Devices
inferred← citeshttps://doi.org/10.1002/advs.202503024openalex-snapshot
Inverse Design of Active‐Source Metamaterials for Thermal Camouflage with Arbitrary Active Sources
inferred← citeshttps://doi.org/10.1002/advs.202519386openalex-snapshot
Active Thermal Metasurfaces Enable Superscattering of Thermal Signatures Across Arbitrary Shapes and Thermal Conductivities
inferred← citeshttps://doi.org/10.1002/lpor.202400488openalex-snapshot
A Thermal–EM Concentrator for Enhancing EM Signals and Focusing Heat Fluxes Simultaneously
inferred← citeshttps://doi.org/10.1002/smtd.202500469openalex-snapshot
Dual‐Functional Thermal Metamaterials: Decoupling Heat Flux and Temperature Fields for Advanced Thermal Management
inferred← citeshttps://doi.org/10.1007/978-981-97-0487-3_11openalex-snapshot
Radiative Metamaterials Based on Effective-Medium Theory
inferred← citeshttps://doi.org/10.1007/978-981-97-0487-3_2openalex-snapshot
Diffusion Metamaterials: Basic Simulation Methods
inferred← citeshttps://doi.org/10.1007/978-981-97-0487-3_3openalex-snapshot
Diffusion Metamaterials: Basic Experimental Methods
inferred← citeshttps://doi.org/10.1007/978-981-97-0487-3_7openalex-snapshot
Convective Heat Transfer in Porous Materials
inferred← citeshttps://doi.org/10.1007/s00339-026-09309-4openalex-snapshot
Metamaterials and their applications in engineering metamaterials: classification, applications - a comprehensive review
inferred← citeshttps://doi.org/10.1007/s10118-025-3479-3openalex-snapshot
Machine Learning-assisted Discovery of Multifunctional Coordination in Multicomponent Composites
inferred← citeshttps://doi.org/10.1007/s43939-025-00418-0openalex-snapshot
A comprehensive review on development of thermal metamaterials
inferred← citeshttps://doi.org/10.1016/j.actaastro.2025.11.014openalex-snapshot
Review of the digital twin design of the smart satellite thermal control structure
inferred← citeshttps://doi.org/10.1016/j.amf.2024.200141openalex-snapshot
Geometrically Engineered Heating Arrays Enabled by Electric-Field-Driven 3D Printing for On-Demand Thermal Patterning
inferred← citeshttps://doi.org/10.1016/j.apmt.2024.102431openalex-snapshot
Click metamaterials: Fast acquisition of thermal conductivity and functionality diversities
inferred← citeshttps://doi.org/10.1016/j.cej.2024.149078openalex-snapshot
Dual polymer electrochromic adaptive camouflage devices for multiple environments based on quaterthiophene polymer and optional ion storage layers
inferred← citeshttps://doi.org/10.1016/j.engstruct.2025.121336openalex-snapshot
Mechanical performance prediction of bio-inspired metamaterials based on multimodal attention mechanism
inferred← citeshttps://doi.org/10.1016/j.ijheatmasstransfer.2024.125588openalex-snapshot
Topology optimization methods for thermal metamaterials: A review
inferred← citeshttps://doi.org/10.1016/j.ijmecsci.2025.110872openalex-snapshot
Mechanical property prediction of complex-configuration mechanical metamaterials based on multimodal CNN
inferred← citeshttps://doi.org/10.1016/j.isci.2024.110105openalex-snapshot
On-chip omnidirectional electromagnetic-thermal cloak
inferred← citeshttps://doi.org/10.1016/j.isci.2024.110815openalex-snapshot
Heat flux concentrator based on nanophononic metamaterials
inferred← citeshttps://doi.org/10.1016/j.jmmm.2026.174113openalex-snapshot
Deep learning-enabled adaptive magnetostrictive phononic crystal beams for dynamic elastic wave manipulation
inferred← citeshttps://doi.org/10.1016/j.mtphys.2024.101603openalex-snapshot
Data-driven design of thermal-mechanical multifunctional metamaterials
inferred← citeshttps://doi.org/10.1016/j.nwnano.2025.100156openalex-snapshot
Recent advances in additive manufacturing of composite-based acoustic metamaterials for marine cloaking: Challenges and opportunities
inferred← citeshttps://doi.org/10.1016/j.nxener.2024.100108openalex-snapshot
Use electrochemistry to charge the next dynamic thermal metamaterials
inferred← citeshttps://doi.org/10.1016/j.physrep.2024.05.004openalex-snapshot
Thermal metamaterials: From static to dynamic heat manipulation
inferred← citeshttps://doi.org/10.1016/j.solmat.2024.113382openalex-snapshot
Tunable and adaptive colored radiative cooler based on the phase transition of VO2 photonic design
inferred← citeshttps://doi.org/10.1016/j.susmat.2025.e01799openalex-snapshot
Intelligent prediction of fire retardancy and smoke suppression in waste wood composites with a hybrid deep learning model
inferred← citeshttps://doi.org/10.1016/j.xinn.2025.101070openalex-snapshot
Multifaceted mechanical responsive metamaterials: Mechanisms, fabrications, and applications
inferred← citeshttps://doi.org/10.1021/acs.chemrev.3c00708openalex-snapshot
Machine Learning Aided Design and Optimization of Thermal Metamaterials
inferred← citeshttps://doi.org/10.1021/acs.chemrev.4c00912openalex-snapshot
Topology in Thermal, Particle, and Plasma Diffusion Metamaterials
inferred← citeshttps://doi.org/10.1038/s41467-025-56211-3openalex-snapshot
Abnormal beam steering with kirigami reconfigurable metasurfaces
inferred← citeshttps://doi.org/10.1038/s41567-025-03129-8openalex-snapshot
Temporal anti-parity–time symmetry in diffusive transport
inferred← citeshttps://doi.org/10.1038/s42254-024-00745-wopenalex-snapshot
Topological thermal transport
inferred← citeshttps://doi.org/10.1038/s44455-026-00038-5openalex-snapshot
Topology-driven extraordinary damping in nature-inspired architected interpenetrating phase composites
inferred← citeshttps://doi.org/10.1039/d6lc00753hopenalex-snapshot
Programming flow anisotropy in hydrodynamic metamaterials via series–parallel equivalent fluidic networks
inferred← citeshttps://doi.org/10.1039/d6mh01631fopenalex-snapshot
A multifunctional Janus metamaterial with a tunable anisotropic layer for universal Laplacian field control
inferred← citeshttps://doi.org/10.1063/5.0207725openalex-snapshot
A dynamic thermal sensing mechanism with reconfigurable expanded-plane structures
inferred← citeshttps://doi.org/10.1063/5.0208656openalex-snapshot
Spatiotemporal diffusion metamaterials: Theories and applications
inferred← citeshttps://doi.org/10.1073/pnas.2410041121openalex-snapshot
Reconfigurable, zero-energy, and wide-temperature loss-assisted thermal nonreciprocal metamaterials
inferred← citeshttps://doi.org/10.1073/pnas.2424421122openalex-snapshot
Bioinspired energy-free temperature gradient regulator for significant enhancement of thermoelectric conversion efficiency
inferred← citeshttps://doi.org/10.1080/10407790.2024.2384710openalex-snapshot
A hybrid shape functions based temporal finite element method to solve transient heat conduction problems
inferred← citeshttps://doi.org/10.1088/0256-307x/40/11/110305openalex-snapshot
Topological Plasma Transport from a Diffusion View
inferred← citeshttps://doi.org/10.1088/1361-665x/ae0edfopenalex-snapshot
Large-scale reconfigurable metamaterials
inferred← citeshttps://doi.org/10.1088/1674-1056/adc36copenalex-snapshot
Positive and negative electrocaloric effects
inferred← citeshttps://doi.org/10.1088/2631-7990/ada839openalex-snapshot
Autonomous inverse encoding guides 4D nanoprinting for highly programmable shape morphing
inferred← citeshttps://doi.org/10.1103/2b3g-jvvfopenalex-snapshot
Pseudoconformal mapping: Unifying insulating and zero-index carpet cloaks for thermal-wave manipulation
inferred← citeshttps://doi.org/10.1103/313m-m7w1openalex-snapshot
Thermal inverter: Negative-thermal-coupling mechanism for ambient-temperature counteraction
inferred← citeshttps://doi.org/10.1103/b1rb-nmb3openalex-snapshot
Scattering symmetry of diffusive systems
inferred← citeshttps://doi.org/10.1103/h67x-22p9openalex-snapshot
Controlling flow fields with continuously graded hydraulic conductivity
inferred← citeshttps://doi.org/10.1103/physrevapplied.21.054037openalex-snapshot
Harnessing thermal waves for heat pumping
inferred← citeshttps://doi.org/10.1103/physreve.109.044124openalex-snapshot
Thermal conduction force under standing and quasistanding temperature field
inferred← citeshttps://doi.org/10.1103/physrevlett.132.176302openalex-snapshot
Higher-Order Topological In-Bulk Corner State in Pure Diffusion Systems
inferred← citeshttps://doi.org/10.1103/pjxn-c1xwopenalex-snapshot
Experimental realization of a hydrodynamic carpet cloak through localized modification of channel cross section
inferred← citeshttps://doi.org/10.1103/revmodphys.96.015002openalex-snapshot
Controlling mass and energy diffusion with metamaterials
inferred← citeshttps://doi.org/10.1103/sj6n-b9nlopenalex-snapshot
Reinterpreting diffusive constraints: Concentration cloaking via homogenization and pseudoconformal mapping
inferred← citeshttps://doi.org/10.1103/vxsz-nnf3openalex-snapshot
Dual-Zero-Scattering in Diffusive Transport
inferred← citeshttps://doi.org/10.1115/1.4068647openalex-snapshot
Artificial Intelligence and Computing for Active Metamaterial Design: A Perspective
inferred← citeshttps://doi.org/10.1360/sspma-2024-0442openalex-snapshot
Research advances in heat transfer regulation based on thermal metamaterials
inferred← citeshttps://doi.org/10.1515/nanoph-2025-0159openalex-snapshot
Design strategies, manufacturing, and applications of radiative cooling technologies
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.