@@ -193,17 +193,44 @@ <h2 class="section-title">Research Areas</h2>
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197209 < span class ="tab-text "> DAMAGE</ span >
198210 < span class ="tab-subtitle "> Understanding Vulnerability</ span >
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201- < span class ="tab-icon "> 📊</ span >
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202222 < span class ="tab-text "> DATA</ span >
203223 < span class ="tab-subtitle "> Extracting Knowledge</ span >
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207234 < span class ="tab-text "> DESIGN</ span >
208235 < span class ="tab-subtitle "> Creating Resilience</ span >
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@@ -215,6 +242,7 @@ <h2 class="section-title">Research Areas</h2>
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216243 < div class ="research-sub-grid ">
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245+ < img src ="images/research/drone.jpeg " alt ="Digital Documentation " class ="sub-card-image ">
218246 < h3 > Digital Documentation & Damage Mapping</ h3 >
219247 < p > We capture the physical reality of heritage structures through photogrammetry, laser
220248 scanning, and UAV-based imaging, creating high-fidelity 3D models that serve as
@@ -224,13 +252,17 @@ <h3>Digital Documentation & Damage Mapping</h3>
224252 records that track deterioration over time and inform intervention priorities.</ p >
225253 </ div >
226254 < div class ="research-card sub-card ">
255+ < img src ="images/research/gpr_analysis.png " alt ="Structural Diagnostics "
256+ class ="sub-card-image ">
227257 < h3 > Structural Diagnostics</ h3 >
228258 < p > Using non-destructive evaluation techniques like Ground Penetrating Radar and thermal
229259 imaging, we see beneath the surface of historic buildings without compromising their
230260 integrity. Our data-driven models automate the interpretation of GPR scans to reveal
231261 hidden structural elements, voids, and material properties.</ p >
232262 </ div >
233263 < div class ="research-card sub-card ">
264+ < img src ="images/research/disaster_resilience.png " alt ="Post-Disaster Assessment "
265+ class ="sub-card-image ">
234266 < h3 > Post-Disaster Assessment</ h3 >
235267 < p > When disasters strike historic communities, rapid and accurate damage assessment is
236268 important for recovery. We develop frameworks and tools for post-event reconnaissance
@@ -246,6 +278,8 @@ <h3>Post-Disaster Assessment</h3>
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247279 < div class ="research-sub-grid ">
248280 < div class ="research-card sub-card ">
281+ < img src ="images/research/image_segmentation.jpg " alt ="Computer Vision & AI "
282+ class ="sub-card-image ">
249283 < h3 > Computer Vision & AI</ h3 >
250284 < p > We design and train convolutional neural networks specifically for the challenges of
251285 historic structures—complex geometries, heterogeneous materials, and damage patterns
@@ -256,6 +290,8 @@ <h3>Computer Vision & AI</h3>
256290 workflows.</ p >
257291 </ div >
258292 < div class ="research-card sub-card ">
293+ < img src ="images/research/multimodal.jpg " alt ="Multi-Modal Data Fusion "
294+ class ="sub-card-image ">
259295 < h3 > Multi-Modal Data Fusion</ h3 >
260296 < p > Heritage structures generate data from diverse sources: laser scans, thermal imaging,
261297 moisture sensors, historical records, and community surveys. We use factor analysis and
@@ -265,6 +301,8 @@ <h3>Multi-Modal Data Fusion</h3>
265301 physical deterioration to social and environmental factors.</ p >
266302 </ div >
267303 < div class ="research-card sub-card ">
304+ < img src ="images/research/fem_analysis.jpg " alt ="Machine Learning-Informed Physics "
305+ class ="sub-card-image ">
268306 < h3 > Machine Learning-Informed Physics</ h3 >
269307 < p > We use machine learning for dimensionality reduction on finite element model datasets to
270308 identify which features actually drive structural vulnerability. By letting real
@@ -281,6 +319,8 @@ <h3>Machine Learning-Informed Physics</h3>
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282320 < div class ="research-sub-grid ">
283321 < div class ="research-card sub-card ">
322+ < img src ="images/research/latent_space.jpg " alt ="Adaptive Reuse & Optimization "
323+ class ="sub-card-image ">
284324 < h3 > Adaptive Reuse & Optimization</ h3 >
285325 < p > Historic buildings must evolve to meet contemporary needs while preserving their
286326 character and integrity. We integrate Shape Grammar with artificial intelligence to
@@ -291,6 +331,8 @@ <h3>Adaptive Reuse & Optimization</h3>
291331 breathing new life into existing structures.</ p >
292332 </ div >
293333 < div class ="research-card sub-card ">
334+ < img src ="images/research/historic_construction.png " alt ="Resilience Frameworks "
335+ class ="sub-card-image ">
294336 < h3 > Resilience Frameworks</ h3 >
295337 < p > We create actionable frameworks that help historic communities prepare for, withstand,
296338 and recover from disasters and climate change. Our work connects social science insights
@@ -301,6 +343,8 @@ <h3>Resilience Frameworks</h3>
301343 happens.</ p >
302344 </ div >
303345 < div class ="research-card sub-card ">
346+ < img src ="images/research/multimodal.jpg " alt ="Knowledge Transfer & Decision Support "
347+ class ="sub-card-image ">
304348 < h3 > Knowledge Transfer & Decision Support</ h3 >
305349 < p > Technical research only creates impact when it reaches the people who make decisions
306350 about heritage. We translate complex data science and engineering findings into guidance
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