Philipp Geyer - Publications, H-index & Citations

Philipp Geyer

Leibniz University Hannover

33H指数

182论文数

4.8K被引数

收录论文 38

发表时间

From ‘What-is’ to ‘What-if’ in human-factor analysis: A post-occupancy evaluation case

Building and Environment

IF7.6

2026-01-27

OAAI

Xia Chen; Ruiji Sun; Philipp Geyer; André Borrmann; Stefano Schiavon

Component-based machine learning for indoor flow and temperature fields prediction: latent feature aggregation and flow interaction 基于组件的机器学习用于室内流场和温度场预测：潜在特征聚合与流相互作用

Energy and Buildings

IF7.1

2026-01-01

OAAI

Wang, Shaofan; Thuerey, Nils; Geyer, Philipp

Integrating symbolic neural networks with building physics: A study and proposal 将符号神经网络与建筑物理相结合：一项研究和提议

Journal of Building Engineering

IF7.4

2025-06-26

PREAI

Xia Chen; Guoquan Lv; Xinwei Zhuang; Carlos Duarte Roa; Stefano Schiavon; Philipp Geyer

Explainable AI for engineering design: A unified approach of systems engineering and component-based deep learning demonstrated by energy-efficient building design 用于工程设计的可解释AI: 节能建筑设计展示的系统工程和基于组件的深度学习的统一方法

ADVANCED ENGINEERING INFORMATICS

IF9.9

2024-10-01

PREAI

Geyer, Philipp; Singh, Manav Mahan; Chen, Xia

Utilizing domain knowledge: Robust machine learning for building energy performance prediction with small, inconsistent datasets

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-06-01

OAAI

Chen, Xia; Singh, Manav Mahan; Geyer, Philipp

Using causal inference to avoid fallouts in data-driven parametric analysis: A case study in the architecture, engineering, and construction industry

DEVELOPMENTS IN THE BUILT ENVIRONMENT

IF8.2

2024-03-01

OAAI

Chen, Xia; Sun, Ruiji; Saluz, Ueli; Schiavon, Stefano; Geyer, Philipp

A holistic two-stage decision-making methodology for passive and active building design strategies under uncertainty

BUILDING AND ENVIRONMENT

IF7.6

2024-03-01

OAAI

Zong, Chujun; Chen, Xia; Deghim, Fatma; Staudt, Johannes; Geyer, Philipp; Lang, Werner

Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-01-01

OAAI

Chen, Xia; Teng, Xiangbin; Chen, Han; Pan, Yafeng; Geyer, Philipp

Giving the Green Light to Photochemical Uncaging of Large Biomolecules in High Vacuum

JACS AU

IF8.7

2023-10-16

OAAI

Hua, Yong; Strauss, Marcel; Fisher, Sergey; Mauser, Martin F. X.; Manchet, Pierre; Smacchia, Martina; Geyer, Philipp; Shayeghi, Armin; Pfeffer, Michael; Eggenweiler, Tim Henri; Daly, Steven; Commandeur, Jan; Mayor, Marcel; Arndt, Markus; Solomek, Tomasc; Kohler, Valentin

Early-stage design support combining machine learning and building information modelling

AUTOMATION IN CONSTRUCTION

IF11.5

2022-04-01

OAAI

Singh, Manav Mahan; Deb, Chirag; Geyer, Philipp

A hybrid-model forecasting framework for reducing the building energy performance gap

ADVANCED ENGINEERING INFORMATICS

IF9.9

2022-04-01

OAAI

Chen, Xia; Guo, Tong; Kriegel, Martin; Geyer, Philipp

Machine assistance in energy-efficient building design: A predictive framework toward dynamic interaction with human decision-making under uncertainty

APPLIED ENERGY

IF11

2022-02-01

OAAI

Chen, Xia; Geyer, Philipp

Machine learning for early stage building energy prediction: Increment and enrichment

APPLIED ENERGY

IF11

2021-12-01

OAAI

Singh, Manav Mahan; Singaravel, Sundaravelpandian; Geyer, Philipp

Fusing data, engineering knowledge and artificial intelligence for the built environment

ADVANCED ENGINEERING INFORMATICS

IF9.9

2021-04-01

PREAI

Geyer, Philipp; Koch, Christian; Pauwels, Pieter

Quick energy prediction and comparison of options at the early design stage

ADVANCED ENGINEERING INFORMATICS

IF9.9

2020-10-01

OAAI

Singh, Manav Mahan; Singaravel, Sundaravelpandian; Klein, Ralf; Geyer, Philipp

CONSISTENT MANAGEMENT AND EVALUATION OF BUILDING MODELS IN THE EARLY DESIGN STAGES

JOURNAL OF INFORMATION TECHNOLOGY IN CONSTRUCTION

IF3.8

2020-03-27

OAAI

Abualdenien, Jimmy; Schneider-Marin, Patricia; Zahedi, Ata; Harter, Hannes; Exner, Hannah; Steiner, Daniel; Singh, Manav Mahan; Borrmann, Andre; Lang, Werner; Petzold, Frank; Koenig, Markus; Geyer, Philipp; Schnellenbach-Held, Martina

Uncertainty Analysis of Life Cycle Energy Assessment in Early Stages of Design

ENERGY AND BUILDINGS

IF7.1

2020-02-01

OAAI

Harter, Hannes; Singh, Manav Mahan; Schneider-Marin, Patricia; Lang, Werner; Geyer, Philipp

Quantum-Assisted Measurement of Atomic Diamagnetism

PHYSICAL REVIEW X

IF15.7

2020-01-22

OAAI

Fein, Yaakov Y.; Shayeghi, Armin; Mairhofer, Lukas; Kialka, Filip; Rieser, Philipp; Geyer, Philipp; Gerlich, Stefan; Arndt, Markus