Chapter Four · failure evidence

What Surface Modification & Plasma Treatment got wrong, from 68 dissertations

Surface modification and plasma treatments frequently encounter failures stemming from energetic particle damage, chemical self-polymerization, and mechanical surface degradation. Process challenges also emerge from the rapid hydrophobic recovery of activated surfaces and adverse interfacial adhesion during bonding or demolding. These records come from PhD theses at 25 institutions, 2021 to 2026. Each links to its thesis. They were extracted by language models reading the full text, so treat each as a lead to read, not a verdict.

Plasma exposure and energetic bombardment cause physical and chemical damage to delicate substrates and thin films

15 theses · 8 institutions

Energetic plasma ion bombardment and reactive species erode underlying polymer matrices, reduce metal oxides, and degrade electrical transport in sensitive semiconductor channels. Exposure to oxygen or hydrogen plasmas also induces defect states, damages photoresists, and leads to surface morphology degradation across fragile nanostructures.

Tried and failed

argon plasma pre-etch surface treatment applied to nanomaterial contact interface formation. Outcome: worse than baseline. Reason: Excessive plasma bombardment damaged the sensitive nanomaterial channel, degrading electrical transport properties

Lab-to-Fab Monolithic 3D Integrated Carbon Nanotube Transistors: Scaling and Reliability · MIT

Tried and failed

increasing plasma power during dry etching applied to metal contact performance during recess etching. Outcome: worse than baseline. Reason: higher RF power caused plasma-induced damage degrading ohmic contact resistance

GaN Complementary-Metal-Oxide-Semiconductor (CMOS) Technology · MIT

Tried and failed

oxygen plasma treated PEG-DA hydrogel membranes applied to flexible microfluidic polymer devices. Outcome: unstable. Reason: membranes became brittle after plasma treatment and burst under applied pressure

OneProbe: development of a new flexible, microfabricated, device for non-penetrative, multimodal monitoring of the injured brain · Imperial

Tried and failed

plasma pre-treatment before dielectric deposition applied to ultrathin barrier semiconductor heterostructures. Outcome: worse than baseline. Reason: plasma ion bombardment damaged the thin barrier layer and degraded two-dimensional electron gas conductivity

HIGH-SPEED, HIGH-POWER TRANSISTORS ON SINGLE-CRYSTAL ALUMINUM NITRIDE PLATFORM · Cornell

Tried and failed

prolonged high-power oxygen plasma surface treatment applied to carbon-fiber reinforced polymer composites. Outcome: worse than baseline. Reason: excessive plasma exposure caused matrix over-erosion and fiber damage, leading to premature interlaminar failure

An investigation into the surface pre-treatment of CFRPs prior to adhesive bonding · Imperial

Tried and failed

oxygen plasma etching or cleaning applied to chalcogenide glass nanostructures. Outcome: unstable. Reason: direct low-power oxygen plasma exposure caused severe material degradation of the particles

All-Dielectric Nanophotonic via Glass Fluid Instabilities · EPFL

Tried and failed

pulsed laser deposition on 2D material interlayers applied to oxide thin film growth on graphene. Reason: harsh plasma plume damaged and etched the 2D layer, preventing mechanical exfoliation

Nanoscale Engineering for Mixed-Dimensional Heterostructure Growth and Integration · MIT

Tried and failed

PECVD dielectric coating deposition applied to metal oxide contact layers. Outcome: worse than baseline. Reason: Plasma-generated atomic hydrogen chemically reduced the underlying transition metal oxide layer, degrading device performance.

Molybdenum oxide as a case study for the diagnosis of carrier selective contacts in silicon heterojunction solar cells · EPFL

Tried and failed

oxygen plasma surface treatment applied to ferroelectric oxide thin films. Reason: direct exposure caused dense nanoparticle formation and surface morphology degradation

Conductive ferroelectric domain walls in Pb(Zr,Ti)O3 for neuromorphic applications · EPFL

Tried and failed

direct PECVD dielectric deposition without buffer layer applied to nanomaterial transistor channels. Outcome: worse than baseline. Reason: Plasma damage during deposition caused severe current degradation and large parameter variations.

A Manufacturing Methodology for Carbon Nanotube-based Digital Systems: from Devices, to Doping, to System Demonstrations · MIT

Considered and rejected

Considered and rejected: Rejected pure reactive O2 sputtering for encapsulating Ag/Cu nanowires because plasma-induced oxygen species oxidize and corrode the metallic nanowires, adopting reactive N2 sputtering with residual H2O/O2 instead.

Rapidly-Deployable Materials Processing Approaches for Energy Applications and Chemical Separations · MIT

Considered and rejected

Considered and rejected: Rejected O2 plasma-based oxidation for ALE because it damages photoresist, causes high porosity in MACE Si nanostructures, and lacks selectivity to high-surface-area features.

Vacuum ultraviolet enhanced atomic layer etching, and area selective atomic layer deposition for next generation nanofabrication · UT Austin

Considered and rejected

Considered and rejected: Rejected hydrogen plasma treatment for introducing -OH groups to repair nano-cracks because high-energy plasma damaged the surface and induced unwanted defect states.

Investigation of Transport Properties in β-Ga2O3 Nanomembranes Under Mechanical Strain · DSpace at SUNY Buffalo

Considered and rejected

Considered and rejected: Rejected using an oxygen plasma source during initial oxide nucleation on GaAs because it oxidizes the GaAs surface into amorphous Ga and As oxides; used molecular oxygen instead.

Integration of Multi-Functional Oxide Thin Film Heterostructures with III-V Semiconductors · TXST Digital Repository

Considered and rejected

Considered and rejected: Decided against using O2 plasma etching for TMD pore creation because it oxidizes and degrades monolayer MoS2

Nanostructure Engineering In Two-Dimensional Materials Beyond Graphene · Penn

Surface modifications cause unintended adhesion anomalies, excessive stiction, or catastrophic delamination

12 theses · 9 institutions

Oxygen plasma, silanization, and chemical etching can inadvertently suppress required cell attachment or increase stiction to the point of tearing hydrogels and elastomeric molds during release. In other instances, treatments disperse contaminants deeper into substrates or leave residual interfacial oxides, leading to poor bonding repeatability and film peeling.

Tried and failed

oxygen plasma surface treatment for hydrophilicity applied to PDMS substrates for stem cell adhesion. Reason: plasma treatment prevented human embryonic stem cell adhesion to the substrates

Coordination of Patterning and Morphogenesis: Illuminating Principles of Early Embryonic Development Using Annual Killifish and Human Stem Cell Models · Harvard

Tried and failed

plasma surface modification for demoulding release applied to photopolymerised micro-moulded hydrogels. Reason: insufficient anti-stiction without silanisation caused hydrogel tearing during mould release

Development of a micro-patterned hydrogel scaffold to guide photoreceptor polarization for treatment of macular degeneration · Imperial

Considered and rejected

Considered and rejected: Rejected using oxygen plasma treatment prior to spin-coating the polymer film destined for delamination, because it prevented spontaneous delamination in water.

LEVERAGING CONFINEMENT AND SURFACE EFFECTS TO CONTROL POLYMER PHASE BEHAVIOR AND TRANSPORT PHENOMENA IN POLYMER-INFILTRATED NANOPARTICLE FILMS · Penn

Tried and failed

hydrofluoric acid surface etching applied to silicone elastomer substrates. Reason: increased surface hydrophobicity degraded subsequent sputtered metal film adhesion and caused peeling

Development of stencil lithography for stretchable interconnects · EPFL

Tried and failed

atmospheric pressure plasma surface treatment applied to silicone-contaminated polymer composites. Outcome: worse than baseline. Reason: treatment dispersed and drove silicone contaminants deeper into the substrate instead of removing them, reducing bond strength

Atmospheric pressure plasma surface engineering to improve polymer matrix composite bonding · Cranfield

Tried and failed

polyvinyl alcohol surface coating applied to cell adhesion on silicone microfluidics. Outcome: worse than baseline. Reason: PVA surface modification significantly reduced epithelial cell attachment compared to untreated controls

Development of a biomicrofluidic model of the gastrointestinal-lymphatic interface · Imperial

Tried and failed

dielectric barrier discharge plasma surface treatment applied to silicone-contaminated polymer matrix composites. Reason: failed to remove silicone, instead oxidising residual contamination into silica and masking desired surface functionalisation

Atmospheric pressure plasma surface engineering to improve polymer matrix composite bonding · Cranfield

Tried and failed

thin film deposition without thermal surface deoxidation applied to heterostructure growth on silicon carbide. Outcome: unstable. Reason: residual native surface oxide causes thin film delamination during high-temperature annealing

Ballistic transport in hexagonal boron nitride/epigraphene/silicon carbide heterostructures · Georgia Tech

Lost to a baseline

Silanized composites (AI-Sil and AI-Cu-Sil) yielded lower hbMSC cell attachment and metabolic activity than pristine untreated polymer AI-pristine due to increased surface hydrophobicity (contact angle 96° vs 0°).

Design of advanced biobased photocurable formulations: from dynamic covalent network to composite scaffold for tissue engineering · IRIS - POLITO - prod

Considered and rejected

Considered and rejected: Rejected hydrophobic silicon-to-silicon wafer bonding due to high sensitivity to surface cleanliness and poor repeatability vs hydrophilic bonding

3D Heterogeneous Integration for RF/mmWave Electronics · Georgia Tech

Considered and rejected

Considered and rejected: Abandoned trilayer graphene insertion under PEDOT:PSS due to poor adhesion and large sheet resistance non-uniformity (14 Ω/sq to 4 kΩ/sq) induced after oxygen plasma treatment.

Impact of Thermal Effects and Other Material Properties on the Performance and Electro-Thermal Reliability of Resistive Random Access Memory Arrays · Virginia Tech

Considered and rejected

Considered and rejected: Rejected standard dual-surface oxygen plasma bonding for PDMS-to-gel attachment because plasma exposure degrades substrate-bound ssDNA patterns.

GUIDED ORGANOGENESIS USING MOSAIC PATTERNS OF PROGENITORS · ScholarlyCommons at Penn

Tried and failed

oxygen plasma treatment with polymer coating applied to elastomeric micromolding release. Reason: caused severe adhesion leading to demolding failure, broken products, and torn molds

Microneedle Patch Delivery of Controlled-Release Microspheres to the Skin · Georgia Tech

Mechanical polishing and abrasive treatments destroy critical surface microstructures and protective passive films

10 theses · 8 institutions

Abrasive grinding and polishing frequently smooth away the microscale and nanoscale topography essential for superhydrophobic and superoleophobic performance. Additionally, excessive mechanical treatment introduces microcracks, leaves microscopic voids, and strips protective passive films without allowing adequate repassivation.

Tried and failed

manual surface abrasion of polymer substrates applied to printed conductive silver traces. Outcome: worse than baseline. Reason: abrasion left microscopic surface voids, failing to eliminate voids and degrading electrical conductivity

Developing Intelligent Structures and Functional Devices Using Novel Smart Materials and Multi-Material Multi-Method (m4) 3D Printing · Georgia Tech

Tried and failed

silane sol-gel surface modification applied to cellulosic fabrics for superhydrophobic coating. Outcome: unstable. Reason: mechanical abrasion wore away the surface coating and degraded superhydrophobic wettability

Functional cellulosic materials in precision oil-water separation for fatberg point source control · Imperial

Tried and failed

mechanical abrasion durability testing via sandpaper grinding applied to superhydrophobic coated mesh. Reason: continuous mechanical friction destroyed the micro- and nanoscale surface topography essential for superhydrophobicity

Functional cellulosic materials in precision oil-water separation for fatberg point source control · Imperial

Tried and failed

mechanical surface polishing applied to austenitic stainless steel corrosion resistance. Outcome: worse than baseline. Reason: polishing removed native protective passive film without sufficient repassivation compared to as-received surface

Bromide induced corrosion of stainless steels and Ni-based alloys · Imperial

Tried and failed

differential abrasive polishing for selective phase removal applied to polymer matrix composite surfaces. Reason: failed to selectively erode matrix to expose reinforcing fibers, causing high measurement scatter and poor bonding

Smart characterisation of damage in carbon fibre reinforced composites under static and fatigue loading conditions by means of electrical resistivity measurements · Cranfield

Tried and failed

fine grit mechanical polishing applied to underwater superoleophobic ceramic substrates. Outcome: worse than baseline. Reason: polishing smoothed the required microscale surface roughness, degrading anti-oil performance

Bio-inspired functional materials with special interfacial properties · Imperial

Considered and rejected

Considered and rejected: Rejected relying solely on surface roughening/mechanical interlocking, because high adhesive viscosity fails to fill features, creating built-in pre-cracks that sharply lower detachment stress.

Design and Development of Injectable, Tough and Intrinsically-Adhesive Hydrogels for Biomedical Applications · EPFL

Considered and rejected

Considered and rejected: Rejected aggressive mechanical substrate surface treatments (jackhammering/chipping) because they induce >2x higher microcrack densities in normal substrates compared to sandblasting.

Sustainable multi-layered concrete composites: Optimization of materials, time-dependent characteristics, and performance assessment Nachhaltige mehrschichtige Betonbauteile: Optimierung der Materialien, Charakterisierung des zeitabhängigen Verhaltens und Bewertung der Performance · DSpace-CRIS at TU Wien

Considered and rejected

Considered and rejected: Rejected dry scrubbing brushes for solar panels because contact abrasion causes irreversible surface scratching that degrades optical transmittance over time.

Charged interfaces and their applications in energy sustainability · MIT

Considered and rejected

Considered and rejected: Rejected sandblasting and physical carving for waveguide surface modification due to inability to programmably generate continuous gradient surface roughness distributions.

Light, fluidics and their applications in global sustainability and health · Cornell

Considered and rejected

Considered and rejected: Rejected mechanical surface grooving/patterning (diamond saw) to promote structural adhesion because it destroys the thin (200nm) Si3N4 passivation coating.

Optimising laser stereolithography for constructing electronic packages onto novel substrates · University of Nottingham Repository

Silane functionalization suffers from uncontrolled self-polymerization, aggregation, and unstable interfacial grafting

10 theses · 5 institutions

Silane precursors frequently undergo self-condensation and uncontrollable cross-linking, producing aggregates, gels, and cracked coatings instead of uniform monolayers. These unstable silane multilayers easily wash off or delaminate under fluid shear stress and aqueous exposure, undermining sensor stability and bonding.

Tried and failed

Extended vapor-phase silane surface functionalization applied to silicon micro/nanostructures for anti-stiction. Reason: Prolonged exposure causes excessive silane polymerization and residue buildup around nanofeatures

Nanoscale Strain Gauges in Flexible Polymer for Biological Cell Force Measurement · Georgia Tech

Tried and failed

epoxysilane surface functionalization applied to silica optical microresonator biosensors. Outcome: unstable. Reason: Silane formed unstable multilayers that washed off under fluid flow, degrading optical quality factor

Engineering and characterisation of optical nucleic acid sensors · Imperial

Tried and failed

silane surface functionalisation for polymer bonding applied to bonding PET membrane to PDMS. Outcome: unstable. Reason: membrane delaminated upon exposure to aqueous media

Development of a biomicrofluidic model of the gastrointestinal-lymphatic interface · Imperial

Tried and failed

Aqueous silanization for polymer surface functionalization applied to PET membranes for microfluidic bonding. Outcome: unstable. Reason: Silane self-polymerization in aqueous solution led to poor adhesion and delamination under fluid shear stress

An Organ-on-a-chip model of pulmonary arterial hypertension · Imperial

Tried and failed

high-concentration silane surface functionalization applied to optical sensor substrates. Outcome: worse than baseline. Reason: silane self-condensation produced surface aggregates and induced substrate cracking

All-Dielectric Nanophotonic via Glass Fluid Instabilities · EPFL

Tried and failed

One-pot surface functionalization by amine-silane substitution applied to cellulose nanocrystals. Outcome: unstable. Reason: Silane cross-linked uncontrollably into an irreversible gel instead of grafting to the particle surface

Scalable Approaches to Manufacturing Nanocellulose-Glass-Fiber Reinforced Composites · Georgia Tech

Tried and failed

chlorotrimethylsilane surface silanization applied to porous boron nitride adsorbents. Outcome: worse than baseline. Reason: monolayer formation reduced average pore size without significantly enhancing hydrophobicity

Using porous boron nitride in adsorption-based processes: investigation of material challenges and opportunities · Imperial

Tried and failed

silane-assisted surface coating of porous media applied to flow-through reactive contaminant remediation. Outcome: unstable. Reason: active reagent rapidly leached under continuous flow, precipitating inactive secondary sludge within minimal pore volumes

Development of Ferrate (Fe(VI))-Coated Sand Composites for Stabilized Reactivity and Remediation of (In)Organic Contaminants in Synthetic Wastewater Effluent · ResearchWorks

Considered and rejected

Considered and rejected: Liquid-phase silane immersion without sonication/optimisation was rejected due to excessive ambient moisture causing silane polymerisation and surface inhomogeneities

Functionalised organic field-effect transistors as biosensors for circulating-tumour DNA detection · Imperial

Considered and rejected

Considered and rejected: Liquid-phase OTES silanization rejected due to uncontrolled silane polymerization bridging unhydroxylated sites and interfering with surface assays.

Methods for High-Contrast Photoluminescence and Label-Free Surface-Sensitive Detection · Publikationssystem UB Tuebingen

Plasma-activated surfaces suffer from rapid hydrophobic recovery and environmental instability

8 theses · 8 institutions

Hydrophilic activation generated by oxygen plasma often dissipates quickly within minutes in ambient air or degrades irreversibly upon exposure to moisture. This rapid loss of surface wettability undermines sustained capillary flow and compromises long-term microfluidic bonding and packaging yields.

Lost to a baseline

Untreated control sensors had higher 30-day packaging yield (20%) than oxygen-plasma-treated sensors (12%).

A robust sensor design for measuring sweat chloride · JScholarship

Considered and rejected

Considered and rejected: Rejected plasma activation of PDMS for long-term culture comparisons due to hydrophobic recovery over time.

Development of a biomicrofluidic model of the gastrointestinal-lymphatic interface · Imperial

Considered and rejected

Considered and rejected: Rejected PDMS/oxygen plasma and standard thermoplastic bonding due to sensitivity to ambient conditions, temperature, humidity, and cleanliness, opting for H2-plasma-treated PTFE

Design, manufacturing, and control of soft–rigid hybrid robots for medical and precision manipulation applications · OpenBU

Considered and rejected

Considered and rejected: Rejected plasma treatment for PDMS bonding to glass coverslips during anaerobic microfluidics chip assembly.

The Effects of Spatial Organization and Fluid Flow on the Social Interactions in Microbial Communities · EPFL

Considered and rejected

Considered and rejected: Rejected UV/plasma etching alone because it only creates nanometer roughness, resulting in fast hydrophobic recovery without sustained capillary flow.

Surface Modification of Thermoplastic Polymers for Lateral Flow Assay Applications · TXST Digital Repository

Tried and failed

plasma oxidation of polymer precursor films applied to gas separation membranes. Outcome: unstable. Reason: irreversible degradation in permeance and selectivity upon exposure to water vapor

Nanoengineering Polyorganosilica (POSi) Nanomembrane for Hydrogen Purification · DSpace at SUNY Buffalo

Tried and failed

unpassivated porous silicon as hydrophobic adsorbent applied to volatile organic compound preconcentration. Outcome: unstable. Reason: ambient moisture oxidised the surface over time, causing severe loss of hydrophobicity

Nanoporous Silicon in Gas Preconcentration and Sensing · Cambridge

Considered and rejected

Considered and rejected: Rejected relying on oxygen-plasma-treated surfaces for underwater oleophobicity because hydrophilicity dissipates rapidly within minutes in air compared to robust PAA grafts.

Fabrication Of Superhydrophilic Nanostructured Membranes For Oil/water · Penn

Plasma cleaning and discharge treatments fail due to insufficient reactive species or substrate contamination

6 theses · 6 institutions

Using inert gas plasmas or dry discharge treatments often yields insufficient reactive species to eliminate organic soils and leaves behind unwanted surface species compared to wet chemical treatments. Furthermore, plasma can infiltrate porous thin films to degrade pattern fidelity or oversaturate coatings with substrate elements.

Considered and rejected

Considered and rejected: Rejected dry plasma/UV surface activation for glass coverslips in favor of wet piranha solution to avoid depositing undesired species and achieve deeper cleaning.

Novel crystallization platforms for drugs and biomolecules: self-assembled surface functionalization and gels · IRIS - POLITO - prod

Tried and failed

inert gas cold atmospheric plasma applied to surface bacterial decontamination. Outcome: worse than baseline. Reason: pure nitrogen and helium mixtures generated lower reactive species concentrations than ambient air plasma

Microbial Decontamination of Egg Surface via Cold Plasma · HARVEST

Tried and failed

atmospheric pressure dielectric barrier discharge plasma cleaning applied to soiled optical glass surfaces. Reason: plasma treatment alone failed to remove sufficient soil to meet required optical reflectance thresholds

Investigation of an Atmospheric Pressure Plasma device for reduction of water use in sustainable cleaning of concentrating solar power mirrors · Cranfield

Considered and rejected

Considered and rejected: Rejected oxygen plasma alone or Ar-O2 plasma without vacuum baking prior to Ti/Cu sputtering because they failed to significantly increase seed-layer adhesion to polymer dielectrics.

Design and Demonstration of Mechanical and Electrical Reliability of 1-micron Redistribution Layers · Georgia Tech

Tried and failed

reactive ion etching post-calcination applied to porous mesostructured thin films. Reason: plasma infiltrated the void spaces of the porous oxide, degrading pattern fidelity

QUANTUM METAMATERIALS DIRECTED BY BLOCK COPOLYMER SELF-ASSEMBLY VIA ADVANCED MANUFACTURING · Cornell

Considered and rejected

Considered and rejected: Plasma-sprayed deposition was rejected in favor of gel-binder doctor blade application because thin coatings became oversaturated with substrate elements and could not eliminate voids.

MICROSTRUCTURAL EVOLUTION AND REACTION MECHANISMS IN MULTI-PHASE METAL SYSTEMS · JScholarship

Left open by the authors

Problems the authors named and did not get to.

Left open

Apply plasma treatment or surface polymer grafting with alternative nanomaterials to produce superhydrophilic nanofibrous membranes. Blocker: Requires a wet chemistry lab, electrospinning equipment, and plasma treatment/chemical synthesis apparatus

Development of Multifunctional Nanofibrous Membrane Material for Biological Wastewater Treatment · YorkSpace

Left open

Perform in vitro biophysical characterization of purified full-length PLEKHA4 or isolated C-terminal domains to analyze plasma membrane puncta formation. Blocker: Requires wet lab facilities for protein purification and in vitro biophysical assays

FROM MECHANISM TO THERAPEUTICS: DECIPHERING THE ROLES OF A NOVEL LIPID-BINDING PROTEIN IN WNT SIGNALING AND CANCER · Cornell

Left open

Modify PDMS microfluidic channel surfaces with surfactant coatings, grafting, or hydrophilic polymers to reduce protein adsorption during flow. Blocker: Requires a wet lab and microfluidic fabrication equipment to perform chemical surface modifications and flow experiments.

Studying conformational changes and aggregation in biopharmaceuticals using FTIR spectroscopic imaging · Imperial

Left open

Investigate time-dependent efficacy degradation of textured condenser surfaces. Blocker: Requires experimental aging data, physical degradation testing, or specialized material fouling studies

Technoeconomic Analysis of Textured Surfaces for Improved Condenser Performance in Thermoelectric Power Plants · Virginia Tech

Left open

Evaluate chemical etching and automated polishing methods for Small Punch Test sample preparation and measure their impact on surface finish. Blocker: Requires a physical metallography laboratory, chemical etching chemicals, polishing apparatus, and surface profilometry equipment.

Exploration of the Additive Manufacturing Process Development Space using High-throughput Mechanical Property Assays · Georgia Tech

Left open

Modify specimen cutting and machining processes to eliminate surface-exposed centerline shrinkage porosity in cast steel fatigue specimens. Blocker: Requires physical casting, machining, and metallurgical laboratory apparatus.

A process and investigation into the influence of cast surface condition on fatigue life · Iowa State

Left open

Prevent semiconductor surface oxidation in aqueous solution and enhance micromotor compatibility with high-ionic-strength media. Blocker: Requires a wet lab and materials/chemical apparatus to modify surface chemistry and test in liquid media.

Light modulation of electric field driven semiconductor micromotors · UT Austin

Left open

Implement surface modifications (PVA, PEG, LbL) or switch to thermoplastics (PC, PMMA, COC) to preserve long-term microchannel wettability. Blocker: Requires a wet lab, microfabrication facilities, and chemical reagents for surface treatment.

Capillary-driven Microfluidic Biosensing Platforms for Digital Biomolecule Detection · Texas Tech

Left open

Evaluate the long-term durability and hydrophobic performance of micro-textured cementitious surfaces under real-world environmental exposure conditions. Blocker: Requires physical cement samples, fabrication tools, outdoor weathering exposure, and physical testing equipment.

Cement-based materials with hydrophobic micro-textured surface · Imperial

Left open

Couple weathering rates to fluid transport through micro-cracks and reactive surface exposure dynamically in a finite element homogenization framework. Blocker: Lacks specific governing equations, reaction kinetics formulations, or validation datasets defined in the thesis summary.

Homogenization of Coupled Deformation, Damage and Diffusion Processes in Rocks and Finite Element Applications in Geomechanics and Geomorphology · Georgia Tech

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