Research Programme Map & Publication Progress · SHM

VS — Virtual sensing: build (KW51) · recoverability limit under sensor loss, CS framing (Hardanger · Route 345 · HBTA · LUMO · KW51) · sensor budget from spectral rank (Route 345 · HBTA · LUMO · Bergsøysund) · energy-aware space–time sampling schedules · dynamic structural condensation for offline sensors (Hardanger, Storm Nina).
FT — Integration & fault tolerance (Hardanger suspension bridge) · persistent sensor quarantine & reconfiguration for one-class detection (HBTA).
TL — Topology, sensor localisation & restoration (HBTA · Route 345 · LUMO Tower).
OC — Robust one-class detection against EOV (Z24 · AQUINAS · Sonkyo wind blade).
HP — Input formulation, hyperparameter optimisation and transferability for supervised damage classification (Z24 · QUGS grandstand).
WT — Offshore wind turbine foundation OMA: setup consistency to separate global modes from setup artefacts (Dong Hai 1 · Foundation T18, before & after tower installation).
CW — Temperature-conditioned deep learning on raw vibration for damage detection under thermal variability (Conditional WaveNet · C-shaped steel beam).
CV — Vision foundation models for structural surface damage: zero-shot detection & segmentation (GroundingDINO–SAM) · semi-automatic multi-class labelling workflow · camera-based non-contact vibration measurement with deep learning (InfaTrackVision).
EL — Equivalent linearization of nonlinear random vibration checked on measured data: two-sided bounds for hardening oscillators (Acta Mechanica package) · orthogonality law & dissipation decomposition on measured benchmarks (Silverbox · F-16 GVT · Gap-tooth beam · Hawk).
ST — Structural stability & out-of-plane buckling of through-arch bridges: three sources of lateral restraint (portal columns, braced block, hanger/U-frame restraint) · when the portal governs · EN 1993-2 Annex D conservatism · stress-stiffened model updating revision (Nam Ô 75 m railway through-truss · KW51 115 m network arch · 38-axle D19E train).
PS — Population-based SHM & cross-structure knowledge transfer: empirical transferability landscape across 10 diverse measured structures (Z24 · Aquinas OLD/NEW · Bautzen · Hell · KW51 · Route 345 · LUMO · QUGS · Sonkyo) · irreducible element (IE) graph kernel distance vs data distribution shift (MMD/Wasserstein) · mapping the boundaries of negative transfer.

Progress Tracker & Target Journals for 27 Papers & Research Studies

Detailed overview of submission status, classified by Research Track, submitted / target journal, manuscript ID, and project folder location.

# Bài Paper Title Journal / Publisher Publication Status GitHub Repository Project Folder on Drive
01 VS1 Physics-Guided Residual Learning for Quasi-Static Stress Virtual Sensing on Railway Bridge KW51 ✓ SUBMITTED: Mechanical Systems and Signal Processing (MSSP)Elsevier · WoS Q1 · Co-author: Prof. Guido De Roeck ✓ SUBMITTED📅 Submitted ≈24/09/2026 → returned to author queue 25/09/2026 (author list update) → resubmitted 30/09/2026 → under review kw51-piml-virtual-sensingE:\03 RESEARCH PAPERS\02 WRITING\VS1_kw51_piml_quasi_static_stress_virtual_sensing\manuscript_kw51\
02 VS2 Physics-Guided Virtual Sensing of Deck-Girder Strain on Railway Bridge KW51 without Bearing Displacement Sensors ⚡ TARGET: Top Q1 / Q2 Bridge EngineeringElsevier / Springer / SAGE · Co-author: Prof. Guido De Roeck ⚡ NOT YET SUBMITTED kw51-deck-girder-virtual-sensingE:\03 RESEARCH PAPERS\02 WRITING\VS2_kw51_deck_girder_strain_virtual_sensing_without_bearing\kw51-deck-girder-virtual-sensing-master\manuscript\
03 VS3 Correlation-Based Compressive Sensing for Virtual Sensing under Sensor Loss: Knowing in Advance Which Lost Sensors Can Be Reconstructed ⚡ TARGET: MSSP / SHM / Engineering StructuresElsevier / SAGE · WoS Q1 ⚡ NOT YET SUBMITTED hardanger-recoverability-compressive-sensingE:\03 RESEARCH PAPERS\02 WRITING\VS3_hardanger_recoverability_limit_compressive_virtual_sensing\ (PAPER_OUTLINE_CS.md · PAPER_SKELETON_EN.md)
04 VS4 Energy-Aware Space–Time Sampling Schedules for Virtual Sensing with Failed and Battery-Limited Wireless Sensors ✓ SUBMITTED: Structural Control and Health Monitoring (SCHM)Wiley · WoS Q1 (OA) · submitted 07/10/2026 ✓ SUBMITTED📅 Submitted 07/10/2026 → under review energy-aware-virtual-sensing-schedulesE:\03 RESEARCH PAPERS\02 WRITING\VS4_hardanger_part_time_compressive_virtual_sensing_sparsity\manuscript\latex\ (vs4.tex · vs4.pdf)
05 VS8 Spectral Rank and the Number of Sensors for Structural Virtual Sensing ⚡ TARGET: Journal of Sound and Vibration (JSV)Elsevier · WoS Q1 (Subscription, no APC) ⚡ NOT YET SUBMITTED · PACKAGE READY📅 Submission package ready 04/10/2026 → not yet submitted spectral-rank-sensor-count-virtual-sensingE:\03 RESEARCH PAPERS\02 WRITING\VS8_multistructure_sensor_budget_spectral_rank_virtual_sensing\manuscript\nop_bai_JSV\
06 VS9 Virtual Sensing of Offline Bridge Sensors by Dynamic Structural Condensation ⚡ TARGET: To be decidedSCHM is taken by VS4; avoid the journal chosen for VS3 ⚡ NOT YET SUBMITTED hardanger-dirichlet-virtual-sensing-stormE:\03 RESEARCH PAPERS\02 WRITING\VS9_hardanger_dynamic_condensation_virtual_sensing_offline_sensors\
07 FT1 Physics-Guided Spatio-Temporal Graph Neural Network for One-Class Damage Detection ⚡ TARGET: Engineering StructuresElsevier · WoS Q1 ⚡ NOT YET SUBMITTED hardanger-pgstgnn-one-classE:\03 RESEARCH PAPERS\02 WRITING\FT1_hardanger_pgstgnn_physics_guided_one_class_detection\paper\
08 FT3 Persistent Sensor Quarantine and Reconfiguration in One-Class Structural Health Monitoring ⚡ TARGET: To be decidedTarget: Top SHM / Struct. Control ⚡ NOT YET SUBMITTED hbta-sensor-quarantine-reconfigurationE:\03 RESEARCH PAPERS\02 WRITING\FT3_hbta_persistent_sensor_quarantine_one_class_reconfiguration\6_persistent_sensor_quarantine\manuscript\
09 TL1 Topology-Guided Edge-Transfer Analysis for One-Class Structural Damage Detection ✓ SUBMITTED: StructuresElsevier / IStructE · WoS Q1 (HE: Prof. Leroy Gardner) ✓ SUBMITTED📅 Submitted ≈12/09/2026 → under review hbta-topology-guided-edge-transferE:\03 RESEARCH PAPERS\02 WRITING\TL1_hbta_topology_edge_transfer_one_class_detection\submission_structures\
10 TL2 Topology-Informed Sensor Restoration after Sensor Loss in Structural Health Monitoring ✓ SUBMITTED: Structural Health MonitoringSAGE Publications · WoS Q1 (IF ~5.7) ✓ SUBMITTED📅 Submitted ≈12/09/2026 (ScholarOne) → under review hbta-topology-informed-sensor-restorationE:\03 RESEARCH PAPERS\02 WRITING\TL2_hbta_topology_sensor_restoration_ranking_loss\SHM_Submission_Package\
11 TL3 Graph-Based Structural Damage Localization through Modal Relative Motion ✓ SUBMITTED: Structural Durability & Health Monitoring (SDHM)Tech Science Press · Scopus Q3 · R1 Submitted ✓ R1 REVISION SUBMITTED · 30/09/2026📅 Submitted ≈08/09/2026 → round-1 reviews → R1 revision submitted 30/09/2026 graph-structural-damage-localizationE:\03 RESEARCH PAPERS\02 WRITING\TL3_hbta_graph_damage_localization_modal_relative_motion\latex\sdhm_revision_R1\
12 TL4 What a mode can sense: first-principles selection of the modal channel for localising diaphragm bolt damage ⚡ TARGET: Structural Monitoring and Maintenance (SMM)Techno-Press · Scopus Q3 ⚡ NOT YET SUBMITTED route345-transverse-mode-bolt-localizationE:\03 RESEARCH PAPERS\02 WRITING\TL4_route345_transverse_mode_diaphragm_bolt_damage_localization\manuscript\
13 TL5 Physics-Informed Damage Localisation under Environmental Variability ⚡ TARGET: SHM Q1 JournalTarget: Top SHM Journal (Detection paper ready) ⚡ NOT YET SUBMITTED lumo-tower-physics-detection-stacking-localizationE:\03 RESEARCH PAPERS\02 WRITING\TL5_lumo_tower_physics_detection_stacking_localization\
14 OC1 Physics-Informed Autoencoders with Unsupervised Feature Attention for Label-Free Structural Damage Detection ✓ SUBMITTED: Matéria (Rio de Janeiro)SciELO / Scopus / WoS Q3 (MS: RMAT-2026-0601) ✓ ROUND 1 REVISION📅 Submitted (date not recorded) → major revision 04/09/2026 → revision due 14/10/2026 PGAE-AE:\03 RESEARCH PAPERS\02 WRITING\OC1_z24_piae_unsupervised_feature_attention_detection\
15 OC2 Decoupling Health Scores from Environmental and Operational Variability with Unsupervised Feature Attention ✓ SUBMITTED: Smart Structures and Systems (SSS)Techno-Press · WoS Q2 ✓ SUBMITTED📅 ASE submitted ≈12/09/2026 → desk reject 26/09/2026 → SSS submitted 26/09/2026 → under review PIAE-AQUINASE:\03 RESEARCH PAPERS\02 WRITING\OC2_paper_PIAE_AQUINAS\github\paper\
16 OC3 Vector-Quantised Physics-Informed Autoencoders for Label-Free Structural Damage Detection ✓ SUBMITTED: Structural Monitoring and Maintenance (SMM)Techno-Press · Scopus Q3 ✓ SUBMITTED📅 Submitted ≈19/09/2026 → under review VQ-PIAE-AE:\03 RESEARCH PAPERS\02 WRITING\OC3_z24_aquinas_vq_piae_vector_quantized_detection\VQ-PIAE-A\paper\
17 OC4 Temperature Variability and Multi-Channel Damage Sensitivity in the Sonkyo Wind Turbine Blade ⚡ TARGET: Wind Energy / MSSPWiley / Elsevier · WoS Q1/Q2 ⚡ NOT YET SUBMITTED sonkyo-temperature-damage-sensitivityE:\03 RESEARCH PAPERS\02 WRITING\OC4_sonkyo_blade_temperature_damage_sensitivity_tradeoff\
18 HP1 Relative Importance of Input Formulation and Hyperparameter Optimisation in Vibration-Based Structural Health Monitoring ✓ SUBMITTED: Engineering ComputationsEmerald · WoS Q2 (MS: EC-01-2026-0057.R1) ✓ R1 REVISION SUBMITTED · 08/10/2026📅 Submitted ≈08/01/2026 (EC-01-2026-0057, as “Transferability of GA-Tuned Hyperparameters Across Datasets in SHM”) → major revision 21/09/2026 (one referee) → R1 revision submitted 08/10/2026, study redone and retitled (deadline was 02/11/2026) ga-hpo-transferability-shmE:\03 RESEARCH PAPERS\02 WRITING\HP1_ga_hyperparameter_transferability_across_datasets\
19 WT1 Which Peaks Belong to the Structure? Setup Consistency as a Test for Global Modes, Applied to an Offshore Wind Turbine Foundation Before and After Tower Installation ⚡ TARGET: Journal of Civil Structural Health Monitoring (JCSHM)Springer · WoS SCIE / Scopus Q1 · EiC: Prof. Farhad Ansari · Subscription route ⚡ NOT YET SUBMITTED · PACKAGE READY (06/10/2026)📅 Submission package ready 06/10/2026 → not yet submitted t18-foundation-omaE:\03 RESEARCH PAPERS\02 WRITING\WT1_offshore_wind_turbine_foundation_setup_consistency\t18-foundation-oma\
20 CV1 Zero-Shot Bridge Surface Damage Detection and Segmentation Using a Hierarchical GroundingDINO–Segment Anything Model Framework ✓ UNDER REVIEW: JSTE – Mien Tay Construction Univ.p-ISSN 3030-4806 · HĐGS list 2025 ✓ UNDER REVIEW📅 TCSJ: rejected → JSTE-MTU submitted 01/10/2026 → under review surface-damage-groundingdino-samE:\03 RESEARCH PAPERS\02 WRITING\CV1_bridge_surface_damage_detection_groundingdino_sam\paper\MTU_submission\
21 CV2 A Semi-Automatic Labeling Workflow for Multi-Class Surface Damage Detection Using Vision Foundation Models ⚡ TARGET: Journal of Science and Transport Technology (JSTT)JSTT · p-ISSN 1859-4263 · Target for new v2 draft ⚡ NOT YET SUBMITTED · DRAFT v2 IN PROGRESS📅 Rejected (recorded 30/09/2026) → JSTT package 03/10/2026 → draft v2 in progress semi-labeling-paperE:\03 RESEARCH PAPERS\02 WRITING\CV2_semi_labeling_stabledino_sam_multiclass_surface_damage\semi-labeling-paper\
22 CV3 InfaTrackVision: A Non-Contact Vibration Measurement System Using Computer Vision Combined with Deep Learning for Structural Health Monitoring ✓ ACCEPTED: Transport & Communications Science J. (TCSJ)UTC / VJOL (MS: 3057) ✓ ACCEPTED📅 TCSJ submitted ≈06/2026 → revised version ≈20/08/2026 → accepted (recorded 30/09/2026) InfaTrackVisionE:\03 RESEARCH PAPERS\02 WRITING\CV3_infatrackvision_noncontact_vibration_measurement_vision_deep_learning\
23 CW1 Conditional WaveNet Deep Learning Model for Robust Structural Damage Detection Under Varying Temperatures ✓ UNDER REVIEW: HCMCOUJS – Adv. Comput. Struct.Diamond OA · ISSN 2815-6218 ✓ UNDER REVIEW📅 TCSJ: rejected (recorded 30/09/2026) → HCMCOUJS-ACS submitted 02/10/2026 → under review conditional-wavenet-shmE:\03 RESEARCH PAPERS\02 WRITING\CW1_conditional_wavenet_damage_detection_varying_temperature\11_conditional-wavenet-shm\manuscript\hcmcoujs\
24 EL1 Two-Sided Bounds for Equivalent Linearization of Hardening Oscillators Under White Noise ⚡ TARGET: Acta MechanicaSpringer · WoS Q2 · Co-authors: Prof. Nguyen Dong Anh, Prof. Bui Tien Thanh ⚡ NOT YET SUBMITTED · MANUSCRIPT READY (05/10/2026)📅 Manuscript ready 05/10/2026 → not yet submitted two-sided-bounds-equivalent-linearizationE:\03 RESEARCH PAPERS\02 WRITING\EL1_dual_criterion_equivalent_linearization_measured_data\05_paper1_two_sided_bounds\manuscript\
25 EL2 Dissipation and Dephasing in the Measured Damping of Nonlinear Structures Under Random Excitation ⚡ TARGET: Nonlinear DynamicsSpringer · WoS SCIE · JCR Q1 · Co-author: Prof. Bui Tien Thanh · fallback: Probabilistic Engineering Mechanics ⚡ NOT YET SUBMITTED · FIGURES & TABLES READY, OUTLINE (07/10/2026) dissipation-dephasing-measured-dampingE:\03 RESEARCH PAPERS\02 WRITING\EL2_dissipation_dephasing_measured_damping_nonlinear_structures\08_paper2_manuscript\
26 ST1 When Does the End Portal Govern the Out-of-Plane Stability of Tied-Arch and Arch-Truss Bridges? A First-Principles and Parametric Study on Two Instrumented Bridges (KW51, Nam Ô) ⚡ TARGET: Journal of Constructional Steel Research (JCSR)Elsevier · WoS SCIE · JCR Q1 · IF ~4.3 ⚡ NOT YET SUBMITTED · DRAFT v0 · WAITING FOR CO-AUTHORS' MODELS through-arch-portal-stabilityE:\03 RESEARCH PAPERS\02 WRITING\ST1_kw51_namo_arch_portal_out_of_plane_stability_parametric\
27 ST2 Hanger Tension as Hidden Lateral Bracing: A Stress-Stiffened Model of the KW51 Network Arch for Model Updating, Temperature Compensation and Hanger Diagnosis ⚡ TARGET: Mechanical Systems and Signal Processing / Engineering StructuresElsevier · WoS SCIE · JCR Q1 ⚡ NOT YET SUBMITTED · PLANNED (AFTER ST1) kw51-stress-stiffened-hanger-bracing E:\03 RESEARCH PAPERS\02 WRITING\ST2_kw51_stress_stiffened_model_hanger_tension_lateral_bracing\
28 PS1 When Does Cross-Structure Knowledge Transfer Work in Population-Based SHM? An Empirical Study Across 10 Diverse Real-World Structures ⚡ TARGET: Mechanical Systems and Signal Processing / SHMElsevier / SAGE · WoS SCIE Q1 · Cross-structure empirical transferability ⚡ NOT YET SUBMITTED · PROTOCOL v1 (06/10/2026) pbshm-cross-structure-transferabilityE:\03 RESEARCH PAPERS\02 WRITING\PS1_pbshm_datacenter_foundation_model_benchmark\