A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates | Paper Citation Record

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This paper cites NASA Prediction of Worldwide Energy Resources (POWER), Hourly and Daily Data, MERRA-2 and CERES SYN1deg,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates NASA Prediction of Worldwide Energy Resources (POWER), Hourly and Daily Data, MERRA-2 and CERES SYN1deg,

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This paper cites A comparative simulation study of the thermal performances of the building envelope wall materials in the tropics,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates A comparative simulation study of the thermal performances of the building envelope wall materials in the tropics,

Reference 2

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This paper cites Resilient cooling pathway for extremely hot climates in southern Asia,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Resilient cooling pathway for extremely hot climates in southern Asia,

Reference 3

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This paper cites Indoor heat measurement data from low-income households in rural and urban South Asia,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Indoor heat measurement data from low-income households in rural and urban South Asia,

Reference 4

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This paper cites Bamboo houses mitigate the effects of climate change in Pakistan,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Bamboo houses mitigate the effects of climate change in Pakistan,

Reference 5

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This paper cites Investigating traditional construc- tion techniques and local knowledge in response to flood vulnerabilities in Sindh, Pakistan,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Investigating traditional construc- tion techniques and local knowledge in response to flood vulnerabilities in Sindh, Pakistan,

Reference 6

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This paper cites Thermal comfort and passive survivabil- ity in earthen buildings,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Thermal comfort and passive survivabil- ity in earthen buildings,

Reference 7

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This paper cites Is sustainable development a paradox? Bamboo housing and sustainable development: stories from Pakistan,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Is sustainable development a paradox? Bamboo housing and sustainable development: stories from Pakistan,

Reference 8

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This paper cites Sustainable earthen construction: A meta-analytical review of environmental, mechanical, and thermal performance,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Sustainable earthen construction: A meta-analytical review of environmental, mechanical, and thermal performance,

Reference 9

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This paper cites Design thermal values for unfired clay bricks,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Design thermal values for unfired clay bricks,

Reference 10

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This paper cites Thermal perfor- mance of unfired clay bricks used in construction in the north of France: Case study,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Thermal perfor- mance of unfired clay bricks used in construction in the north of France: Case study,

Reference 11

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This paper cites A comprehensive review of the improvement of the thermal and mechanical properties of unfired clay bricks by incorporating waste materials,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates A comprehensive review of the improvement of the thermal and mechanical properties of unfired clay bricks by incorporating waste materials,

Reference 12

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This paper cites Measurement of thermal properties of brick materials based on clay mixtures,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Measurement of thermal properties of brick materials based on clay mixtures,

Reference 13

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This paper cites Energy efficiency and thermal properties of the composite material clay–straw,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Energy efficiency and thermal properties of the composite material clay–straw,

Reference 14

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This paper cites Numerical simulation of heat and moisture trans- fer of wall with insulation,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Numerical simulation of heat and moisture trans- fer of wall with insulation,

Reference 15

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This paper cites Hygrothermal properties of raw earth materials: A literature review,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Hygrothermal properties of raw earth materials: A literature review,

Reference 16

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This paper cites Neural operators for accelerating scientific simulations and design,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Neural operators for accelerating scientific simulations and design,

Reference 17

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This paper cites Fourier Neural Operator for Parametric Partial Differential Equations.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Fourier Neural Operator for Parametric Partial Differential Equations

Reference 18

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This paper cites Physics-Informed Neural Operator for Learning Partial Differential Equations.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Physics-Informed Neural Operator for Learning Partial Differential Equations

Reference 19

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This paper cites Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving non- linear partial differential equations,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving non- linear partial differential equations,

Reference 20

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This paper cites Physics-informed neural networks for heat transfer problems,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Physics-informed neural networks for heat transfer problems,

Reference 21

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This paper cites Physics-informed neural networks for studying heat transfer in porous media,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Physics-informed neural networks for studying heat transfer in porous media,

Reference 22

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This paper cites Data-driven and physics-informed deep learning operators for solution of heat conduction equation with parametric heat source,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Data-driven and physics-informed deep learning operators for solution of heat conduction equation with parametric heat source,

Reference 23

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This paper cites Physics-informed neural networks in heat transfer-dominated multiphysics systems: A comprehensive review,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Physics-informed neural networks in heat transfer-dominated multiphysics systems: A comprehensive review,

Reference 24

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This paper cites Multi-objective optimization of insulation materials for building energy and comfort improvements in hot and arid regions,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Multi-objective optimization of insulation materials for building energy and comfort improvements in hot and arid regions,

Reference 25

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This paper cites Nonlinear effect of moisture content on effective thermal conductivity of building materials with different pore size distri- butions,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Nonlinear effect of moisture content on effective thermal conductivity of building materials with different pore size distri- butions,

Reference 26

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This paper cites Determination of the mois- ture diffusivity of rammed earth from transient capillary absorption mois- ture content profiles,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Determination of the mois- ture diffusivity of rammed earth from transient capillary absorption mois- ture content profiles,

Reference 27

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This paper cites Heat and moisture transport and storage parameters of bricks affected by the environment,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Heat and moisture transport and storage parameters of bricks affected by the environment,

Reference 28

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This paper cites Comprehensive correc- tion of thermal conductivity of moist porous building materials with static mois- ture distribution and moisture transfer,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Comprehensive correc- tion of thermal conductivity of moist porous building materials with static mois- ture distribution and moisture transfer,

Reference 29

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This paper cites EnergyPlus™Input Output Reference,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates EnergyPlus™Input Output Reference,

Reference 30

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This paper cites Building components and building elements—Thermal resistance and thermal transmittance—Calculation methods,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Building components and building elements—Thermal resistance and thermal transmittance—Calculation methods,

Reference 31

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This paper cites Thermal performance of building components—Dynamic thermal characteristics—Calculation methods,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Thermal performance of building components—Dynamic thermal characteristics—Calculation methods,

Reference 32

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A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Thermal conductivity of engineered bamboo composites,

Reference 33

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This paper cites Effect of moisture content on thermal properties of porous building ma- terials,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Effect of moisture content on thermal properties of porous building ma- terials,

Reference 34

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A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Thermophysical properties of stabilised soil building blocks,

Reference 35

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A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Experimental study on thermal performance of bamboo scrimber at elevated temperatures,

Reference 36

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This paper cites Thermal insulation performance of bamboo- and wood-based shear walls in light-frame buildings,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Thermal insulation performance of bamboo- and wood-based shear walls in light-frame buildings,

Reference 37

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A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Unresolved cited work

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This paper cites A comparison of three methods for selecting values of input variables in the analysis of output from a computer code,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates A comparison of three methods for selecting values of input variables in the analysis of output from a computer code,

Reference 39

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A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates A systematic study of physics-informed neural networks for the level-set interface advection,

Reference 40

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A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Code verification by the method of manufactured solutions,

Reference 41

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A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Code verification by the method of manufactured solu- tions,

Reference 42

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This paper cites Vari- ance based sensitivity analysis of model output: Design and estimator for the total sensitivity index,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Vari- ance based sensitivity analysis of model output: Design and estimator for the total sensitivity index,

Reference 43

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This paper cites A comparative analysis of thermal performance, annual energy use, and life cycle costs of low-cost houses made with mud bricks and earthbag wall systems in Sub-Saharan Africa,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates A comparative analysis of thermal performance, annual energy use, and life cycle costs of low-cost houses made with mud bricks and earthbag wall systems in Sub-Saharan Africa,

Reference 44

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This paper cites Phase and microstructure of brick-clay soil and fired clay-bricks from some areas in Peshawar Pakistan,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Phase and microstructure of brick-clay soil and fired clay-bricks from some areas in Peshawar Pakistan,

Reference 45

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This paper cites Multi-criteria evaluation model for the selection of sustainable materials for building projects,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Multi-criteria evaluation model for the selection of sustainable materials for building projects,

Reference 46

Resolution: verified exact; doi, observed 2026-08-01T01:55:52.872445Z

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A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Effect of sintering temperature on mechanical and thermophysical properties of biowaste-added fired clay bricks,

Reference 47

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This paper cites Replication package for: A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates,.

A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Replication package for: A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates,

Reference 48

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A Physics-Informed Neural Operator for Thermal Ranking of Low-Cost Wall Materials in Hot-Dry Climates Unresolved cited work

Reference 2026

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