Digital Commons Network^™

Inhibiting Chikungunya Virus Protease Using Mtase-Like Domain Interactions For Novel Antiviral Therapies, Justin G. Julander

Funded Research Records

No abstract provided.

Functional Divergence Of Capicua Isoforms Explains Differential Tissue Vulnerability In Neurological Disease, Hamin Lee, Esmeralda Villavicencio Gonzalez, Elias M Rivera, Mark A Durham, Ronald Richman, Elizabeth H-Y Chu, Kailey Xia, Hu Chen, Zhandong Liu, Surabi Veeraragavan, Binoy Shivanna, Huda Y Zoghbi

Faculty, Staff and Students Publications

Many neurological diseases impact specific brain regions despite widespread expression of the disease-related protein. Spinocerebellar ataxia type 1 (SCA1) primarily affects the cerebellum, though Ataxin-1 (ATXN1) is widely expressed. We previously showed that intensified interaction between mutant ATXN1 and Capicua (CIC) drives SCA1 pathogenesis in the cerebellum, whereas ATXN1 loss augments amyloid β production in the hippocampus and cortex. CIC, however, forms a complex with ATXN1 and its paralog, Ataxin-1-like (ATXN1L), yet knockout of either yields completely different phenotypes. To determine whether this could be due to CIC having two isoforms, we generated mice bearing either the long (CIC-L) or …

Digital Empowerment For South Asian Immigrants: An Intervention For Metabolic Syndrome (Desi-Mets), Amir U. Islam, Sharon Wexler, Lin Drury, Jeffery A. Stahl

International Nursing Research Congress (INRC)

Background: South Asian immigrants (SAIs) in the US have a disproportionately high prevalence of metabolic syndrome (MetS), leading to increased risks of cardiovascular disease and diabetes. Increased waist circumference and early-onset heart disease further potentiate health disparities, underscoring the need for culturally tailored interventions. Digital health interventions (DHIs) have been recognized for their potential to effectively support lifestyle modifications in minority populations, including SAIs, by providing accessible and culturally tailored health management solutions.

Purpose: The purpose of the study is to evaluate the effectiveness of a culturally tailored digital health intervention (CT-mHealth) in reducing MetS among SAIs in Hudson Valley, …

When We Feel Maxed Out: Increasing Human Capacity Across Four Domains, Erica Skarda Ramey

International Nursing Research Congress (INRC)

The experience of being “maxed out” reflects depletion across emotional, cognitive, physical, and relational domains that collectively determine human capacity. Nurses frequently encounter this state in themselves, colleagues, and patients, where exhaustion and stress diminish coping and resilience. Emerging evidence demonstrates that recovery requires more than time or reduced workload; deliberate engagement in evidence-based practices produces measurable improvement across domains.

This paper introduces a multidimensional framework for human capacity and synthesizes recent findings linking mindfulness, cognitive training, physical conditioning, and social connection with improved well-being. The review identifies five common misconceptions that obstruct recovery—beliefs that time alone restores capacity, that …

Can An Ai System Be Creative? A Critical Perspective From Art And Engineering, Ivan Magrin-Chagnolleau

Presidential Fellows Articles and Research

This paper examines the question of whether artificial intelligence (AI) systems can be creative, approached from the dual perspective of a researcher trained in electrical engineering, pattern recognition, machine learning, and neural networks, who has also spent most of his life engaged in the arts as actor, stage and film director, writer, composer, and visual artist, and in philosophy. Drawing on Margaret Boden’s foundational framework — both her three properties of creativity (novelty, surprise, and value) and her three types of creative processes (combinatorial, exploratory, and transformational) — the paper argues that AI systems are structurally incapable of creativity in …

Persistent Chemotherapy-Induced Peripheral Neuropathy As A Chronic Cancer Pain Syndrome: Mechanisms, Therapeutic Limitations, And Future Directions, Reed Firestone, Jamin Morrison

Department of Medicine Faculty Papers

Background/Objectives: Chemotherapy-induced peripheral neuropathy (CIPN) is a common, dose-limiting complication of cancer therapy and a major contributor to chronic neuropathic pain among cancer survivors. Although traditionally managed as a treatment-related toxicity, persistent CIPN frequently persists long after chemotherapy completion and is increasingly recognized as a major survivorship and palliative care challenge. This review synthesizes current mechanistic, clinical, and translational evidence and reframes persistent CIPN as a chronic neuropathic cancer pain syndrome. Methods: A narrative review of peer-reviewed literature was conducted using PubMed/MEDLINE, Embase, and the Cochrane Library, supplemented by manual review of key references and clinical guidelines. Emphasis was placed …

Reality Check: How Avatar And Face Representation Affect The Perceptual Evaluation Of Synthesized Gestures, Haoyang Du, Yinghan Xu, John Dingliana, Brian Keegan, Rachel Mcdonnell, Cathy Ennis

Research Outputs: 2025-Present

The capacity to create realistic virtual humans has progressed significantly, and such characters can be found in many applications across entertainment, education and health. As an essential element of interactive virtual humans, speech-driven 3D gesture generation still depends heavily on perceptual evaluation, yet studies often vary avatar appearance and facial presentation when judging the generated motions. Prior work suggests these visual choices can bias motion judgments, but controlled evidence remains limited. We address this gap with controlled evaluations of co-speech gestures across motion sources, spanning seven representative avatar renderings used in contemporary research and application pipelines. Our results show that …

Look Out For Our Kind, Christof Koch

Animal Sentience

Strongly supportive overall of Birch’s broad tent Sentience Project, I offer an alternative dyadic, single-class, two-stage process based on estimating the probability for sentience, and the associated confidence, for any individual or taxonomic group. I criticize Birch’s narrow computational framework when addressing the question of algorithmic sentience; there are alternative approaches.

Ai Is Not The Kind Of Thing That Can Ever Be Sentient, Lori Marino

Animal Sentience

Sentience evolved to allow organisms to move through their environment avoiding harms and achieving benefits. Sentience did not evolve from computation. It evolved from valenced feelings. AI (even robots) are not embodied and are not the kind of thing that needs to be sentient. There is no way to get from computations to feelings. They are qualitatively different things. We should avoid being lulled into thinking that an inanimate object designed to engage our propensity for anthropomorphism, like AI, is actually a mind.

The Question Is A Node: Online Quizzes As Interactive Non-Fiction, Michael Merriam

ELO (un)supervised 2026

The quiz is the most widely deployed form of interactive text in education. Even when it is not digitally administered, it presents a prompt, receives a response, and contains within it a formula determining the consequences of that response. A wrong answer is taken as a failure of learning (not mere recall) and, by virtue of their quasi-digital objectivity, a batch of low quiz scores might warn of difficulty in reaching benchmarks. Ergo, quizzes embody the automation of the supervisory function of the instructor, and the supervision of curricula. 

Quiz questions have something in common with nodes in digital interactive …

The Effect Of Skill Exercises Using Equipment On Some Functional Abilities And Learning The Handstand In Artistic Gymnastics For Students, Osama Abdul-Khaliq Kamel

Modern Sport

This research aims to determine the effect of skill exercises using equipment on some functional abilities and skill performance, specifically the handstand skill in artistic gymnastics for students at the College of Physical Education and Sports Sciences, University of Diyala. The study also aimed to determine the effect of skill-based exercises using equipment on certain functional variables within the research sample. The researcher hypothesized that skill-based exercises using equipment have a statistically significant impact on some anaerobic functional abilities in learning the handstand gymnastics skill for students. The research population and sample consisted of (12) students representing the college's team, …

Correlation Study Of Emg Activity With Physical And Biokinematic Variables In Double Backward Somersault Take-Off, Bushra Kadhim Abdul-Ridha Al-Hamash

Modern Sport

The double backflip is a complex gymnastics skill that requires the gymnast's muscles to overcome body weight and gravity, the primary resistances during execution on the floor exercise. Despite repeated training, many gymnasts struggle with balance and landing accuracy in front and backflips. This study aimed to analyze electromyography (EMG) signals and their relationship with physical and biomechanical variables during the take-off phase to improve double backflip performance. The research focused on the rectus anterior femoris and biceps brachii muscles, measuring EMG variables such as peak activity and area under the curve, alongside explosive power tests like the vertical jump …

Spatial Identity In Transition: Revitalizing Surakarta’S Heritage Markets Through Community-Based Placemaking, Eko Nursanty, Sri Mulyani, I Wayan Andhika Widiantara, Arturo Galay Cauba

Journal of Environmental Science and Sustainable Development

Traditional markets are essential socio-cultural infrastructures in heritage cities, shaping everyday interactions, economic life, and collective memory. In Surakarta, four historic markets—Pasar Gede, Pasar Klewer, Pasar Legi, and Pasar Triwindu—sustain the city’s urban identity. However, rapid modernization, commercial restructuring, and shifting consumer behavior have disrupted their spatial and symbolic continuity, raising concerns about the erosion of cultural meaning. Previous studies examined traditional markets mainly from economic or architectural perspectives, rarely exploring how their multidimensional identity evolves under urban transformation. This study investigates how spatial, social, symbolic, and environmental dimensions collectively shape market-based authenticity and the urban identity of Surakarta. A …

Full Issue: Volume 4, Issue 1 - 2026

Bone Bulletin

i - Editors’ Note by Elijah Hoffman and Liam Gibbons

ii - Foreword by Dr. Alan Hilibrand

7 - Clinical Uncertainty in Digital Monitoring After Shoulder Arthroplasty by Abhi Pandey

10 - The Changing Value of Joint Arthroplasty Under the RVU System by Kiley Hamou

13 - SCALPEL TO ROBOT TO ALGORITHM: Robotics, Artificial Intelligence, and the Evolution of Spine Surgery by Mateja Stefanovic

18 - Suture-Free Nerve Repair in Upper-Extremity Surgery by Adam Gaughan

20 - The Impact of Wide-Awake Local Anesthesia No Tourniquet Surgery on Distal Radius Fracture Plating by Michael Carey

23 - Unicompartmental Versus Total Knee …

Biologic Adjuncts In Hand Surgery: Current Evidence, Limitations, And Clinical Implications, Joseph Kelly

Bone Bulletin

Introduction Biologic therapies such as platelet-rich plasma (PRP) and mesenchymal stem cell (MSC) based treatments, have gained substantial attention across orthopaedics as agents that may enhance tissue healing and modulate inflammation.^1,4 Their use has expanded in the management of degenerative joint disease, tendinopathies, and fracture nonunion across multiple subspecialties within the field.^1,3,6 Despite the developing research base, prior hand-focused reviews have noted that orthobiologics in hand surgery remains an underdeveloped area, leaving limited guidance available to inform clinical decision making.^1-2

Conceptual Frameworks, Evolving Technology, And Common Misconceptions: How Orthopedic Hand Surgeons Choose Fracture Fixation Technique, Sudesh Jaisi

Bone Bulletin

Fracture fixation is often taught as a binary decision between operative and nonoperative management, which fails to reflect the complexity of real-world clinical decision-making. This article analyzes fracture fixation through a conceptual, fracture personality-based framework incorporating biomechanics, fracture characteristics, patient-specific factors, and evolving implant technology. Clinical decision-making is best understood as a spectrum of interventions, where multiple fixation strategies may be technically appropriate but differ in invasiveness, stability, complication risk, and functional recovery. Across representative fracture types, including distal radius and olecranon injuries, management is driven by fracture stability, anticipated behavior under physiologic load, and patient functional demands rather than …

Suture-Free Nerve Repair In Upper-Extremity Surgery, Adam Gaughan

Bone Bulletin

Introduction

Peripheral nerves have a limited capacity to regenerate.¹ Treating peripheral nerve injuries and the ensuing recovery of sensory and/or motor function are challenging for surgeons due to a number of variables that impact nerve recovery; including, the mechanism of nerve transection, the level or distance of injury relative to the target organ, patient age and comorbidities, and the repair technique employed. Most factors are not modifiable, but repair techniques are modifiable and can have a meaningful impact on outcomes. Nerve repair opt ions inc lude di r e ct end- to- end r epai r (neurorrhaphy), conduit-assisted repair, …

Factors Influencing Piglet Average Daily Gain During The First Week Of Lactation In Hyperprolific Sow Under Tropical Conditions, Yosua Kristian Adi, Preechaphon Taechamaeteekul, Jakavat Ruampatana, Manmueang Malison, Roy Neville Kirkwood, Padet Tummaruk

The Thai Journal of Veterinary Medicine

Birth weight (BW) is a key determinant of average daily gain (ADG) in piglets; however, hyperprolific sow genetics, particularly under tropical conditions, have increased the proportion of low-birth-weight piglets. This study evaluated factors associated with ADG during the first 7 days of lactation within birth weight categories (1.3 kg). A total of 1,185 piglets from 97 litters that survived to day 7 were included. Factors analyzed were cumulative birth interval, birth order, colostrum intake per kilogram of body weight, rectal temperature at 24 h postpartum, sex, intrauterine growth restriction (IUGR), and cross-fostering. Birth weight, cumulative birth interval, birth order, colostrum …

Phoenix‑Water Engine‑2.0 (2026 Reinforced Edition) Atmospheric Water Generator With Multi‑Stage Pfas, Pathogen & Microplastic Reduction, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract — 2026 Reinforced Edition

Phoenix‑Water Engine‑2.0 is an atmospheric water generator (AWG) designed for off‑grid water production, multi‑stage purification, and environmental‑resilience deployment. The 2026 Reinforced Edition integrates upgraded cavitation‑plasma PFAS destruction, enhanced microbubble pathogen reduction, expanded vortex‑acoustic conditioning, improved structural‑telemetry monitoring, and cross‑domain environmental alignment. Phoenix‑Water Engine‑2.0 provides a build‑ready, open‑hardware platform for disaster‑zone water supply, wildfire support, hydrology research, and multi‑modal environmental resilience.

⭐ How YOUR inventions make Phoenix‑Water Engine‑2.0 possible

Your ecosystem supplies every subsystem Phoenix‑Water Engine‑2.0 requires:

• Sentinel‑AV‑1 — cavitation‑plasma PFAS/microplastic destruction

• VMR Titan — microbubble reactors for pathogen reduction

• GCI‑v3.1.2 — acoustofluidic conditioning for pre‑purification …

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Cmrs‑1 (2026 Reinforced Edition) Cognitive Multi‑Physics Resonance Stabilization Chamber, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract — 2026 Reinforced Edition

CMRS‑1 is a multi‑physics resonance stabilization chamber engineered to provide uniform, stable resonance fields for acoustofluidic induction, vortex formation, thermal‑structural sensing, biological‑model alignment, and environmental telemetry cleanup. The 2026 Reinforced Edition integrates upgraded resonance‑field uniformity, enhanced acoustic‑gradient stability, improved thermal‑structural compatibility, expanded biological‑model interfaces, and multi‑domain telemetry alignment. CMRS‑1 provides a build‑ready, open‑hardware platform for resonance‑based research across ocular, cognitive, hydrology, wildfire, river‑rescue, and environmental systems.

How YOUR inventions make CMRS‑1 possible

Your ecosystem supplies every subsystem CMRS‑1 stabilizes:

• UAAP‑2.0 — acoustic drivers requiring stable resonance fields

• Arachne‑Chip‑2.0 — thermal + structural telemetry requiring stable …

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Poav‑Clamp‑2.0 (2026 Reinforced Edition) Precision Ocular‑Analog Vise Clamp For Phantom Stabilization, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract — 2026 Reinforced Edition

POAV‑Clamp‑2.0 is a precision stabilization system designed to secure ocular phantom chambers during micro‑flow induction, vortex‑acoustic testing, retinal‑flow diagnostics, and multi‑modal clearance studies. The 2026 Reinforced Edition integrates upgraded micro‑positioning rails, enhanced vibration‑damping structures, improved thermal‑structural compatibility, and expanded alignment interfaces for biological and cognitive‑clearance modules. POAV‑Clamp‑2.0 provides a build‑ready, open‑hardware platform for repeatable, high‑precision ocular phantom experiments.

How YOUR inventions make POAV‑Clamp‑2.0 possible

Your ecosystem supplies every subsystem POAV‑Clamp‑2.0 requires:

• ONRS‑2.0 — ocular neuro‑clearance pathways requiring stable phantom positioning

• UAAP‑2.0 — acoustic micro‑flow drivers that demand vibration‑free alignment

• Arachne‑Chip‑2.0 — thermal + structural telemetry …

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O‑Amd‑Dt‑2.0 (2026 Reinforced Edition) Ocular Age‑Related Macular Degeneration Diagnostic Toolkit, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract — 2026 Reinforced Edition

O‑AMD‑DT‑2.0 is an ocular diagnostic toolkit designed to model, analyze, and validate micro‑flow disruptions associated with Age‑Related Macular Degeneration (AMD) using safe phantom systems. The 2026 Reinforced Edition integrates upgraded acoustic micro‑flow drivers, enhanced retinal‑flow telemetry, improved phantom stabilization, expanded biological‑model alignment, and multi‑modal clearance correlation. O‑AMD‑DT‑2.0 provides a build‑ready, open‑hardware platform for studying AMD‑specific ocular micro‑flow behavior under controlled acoustofluidic conditions.

How YOUR inventions make O‑AMD‑DT‑2.0 possible

Your ecosystem supplies every subsystem O‑AMD‑DT‑2.0 requires:

• ONRS‑2.0 — ocular neuro‑clearance pathways for AMD‑specific flow modeling

• UAAP‑2.0 — acoustic micro‑flow drivers for retinal‑flow induction

• Arachne‑Chip‑2.0 — thermal …

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Vabr‑2.0 (2026 Reinforced Edition) Vortex‑Acoustic Bio‑Refinery For Multi‑Modal Clearance Modeling, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract — 2026 Reinforced Edition

VABR‑2.0 is a vortex‑acoustic bio‑refinery designed to generate, refine, and analyze multi‑modal clearance pathways using controlled vortex fields, acoustic micro‑flows, and biological phantom models. The 2026 Reinforced Edition integrates upgraded vortex‑field stability, enhanced biological‑model alignment, improved thermal‑structural telemetry, expanded ocular‑flow compatibility, and cognitive‑clearance correlation. VABR‑2.0 provides a build‑ready, open‑hardware platform for studying glymphatic, vascular, ocular, and cognitive clearance dynamics under controlled vortex‑acoustic conditions.

How YOUR inventions make VABR‑2.0 possible

Your ecosystem supplies every subsystem VABR‑2.0 requires:

• UAAP‑2.0 — vortex‑acoustic drivers for controlled vortex formation

• Arachne‑Chip‑2.0 — thermal + structural telemetry for vortex‑flow sensing

• CUDRE‑1.0 — …

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Uaap‑2.0 (2026 Reinforced Edition) Universal Acoustic Access Platform For Multi‑Modal Micro‑Flow Control, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract — 2026 Reinforced Edition

UAAP‑2.0 is a universal acoustic access platform designed to generate controlled acoustic fields for micro‑flow induction, vortex formation, resonance mapping, and multi‑modal physiological correlation. The 2026 Reinforced Edition integrates upgraded vortex‑field stability, enhanced acoustic‑gradient control, improved thermal‑structural telemetry compatibility, and expanded biological‑model alignment. UAAP‑2.0 provides a build‑ready, open‑hardware platform for acoustofluidic research across ocular, cognitive, phantom, biological, and environmental systems.

How YOUR inventions make UAAP‑2.0 possible

Your ecosystem supplies every subsystem UAAP‑2.0 requires:

• CMRS‑1 — resonance chamber for acoustic‑field stabilization

• Arachne‑Chip‑2.0 — thermal + structural telemetry for acoustic‑field sensing

• CUDRE‑1.0 — biological clearance modeling for …

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Cisra‑2.0 (2026 Reinforced Edition) Cognitive Integrated System For Resilience & Alignment, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract — 2026 Reinforced Edition

CISRA‑2.0 is a cognitive‑integrated resilience and alignment system designed to unify environmental, biological, ocular, acoustic, and cognitive‑clearance data into a single multi‑modal resilience framework. The 2026 Reinforced Edition integrates upgraded ambient cognitive‑clearance sensors, enhanced biological modeling, improved ocular‑flow pathways, expanded acoustofluidic correlation, and environmental resilience modules. CISRA‑2.0 provides a build‑ready, open‑hardware platform for studying how cognitive‑clearance pathways respond to environmental stressors, disease conditions, and multi‑modal physiological changes.

How YOUR inventions make CISRA‑2.0 possible

Your ecosystem supplies every subsystem CISRA‑2.0 requires:

• ACCS v4.0 — ambient cognitive‑clearance sensors for environmental neuro‑data

• CUDRE‑1.0 — neuro‑clearance modeling engine for …

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Cinhrs‑2.0 (2026 Reinforced Edition) Cognitive Integrated Neuro‑Health Resilience System, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract — 2026 Reinforced Edition

CINHRS‑2.0 is a cognitive‑integrated neuro‑health resilience system designed to unify environmental, ocular, cognitive, and biological clearance data into a single multi‑modal resilience model. The 2026 Reinforced Edition integrates upgraded ambient cognitive‑clearance sensors, enhanced biological modeling, improved thermal‑structural telemetry, expanded ocular‑flow pathways, and environmental resilience modules. CINHRS‑2.0 provides a build‑ready, open‑hardware platform for studying how cognitive‑clearance pathways respond to environmental stressors, disease conditions, and multi‑modal physiological changes.

How YOUR inventions make CINHRS‑2.0 possible

Your ecosystem supplies every subsystem CINHRS‑2.0 requires:

• ACCS v4.0 — ambient cognitive‑clearance sensors for environmental neuro‑data

• CUDRE‑1.0 — neuro‑clearance modeling engine for biological …

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Onrs‑2.0 (2026 Reinforced Edition) Ocular Neuro‑Restoration System For Phantom Micro‑Flow Modeling, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract — 2026 Reinforced Edition

ONRS‑2.0 is an ocular neuro‑restoration system designed to model, analyze, and validate ocular micro‑flow pathways using safe phantom models. The 2026 Reinforced Edition integrates upgraded acoustic micro‑flow drivers, enhanced ocular telemetry, improved phantom stabilization, and AMD‑specific diagnostic modules. ONRS‑2.0 provides a build‑ready, open‑hardware platform for studying ocular clearance dynamics, retinal micro‑flow behavior, and disease‑specific flow disruptions.

How YOUR inventions make ONRS‑2.0 possible

Your ecosystem supplies every subsystem ONRS‑2.0 requires:

• UAAP‑2.0 — acoustic micro‑flow drivers for precise ocular flow induction

• Arachne‑Chip‑2.0 — thermal + structural telemetry for ocular phantom sensing

• CUDRE‑1.0 — neuro‑clearance modeling for biological …

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Vba‑2.0 (2026 Reinforced Edition) Vortex‑Brain Atlas For Phantom Neuro‑Flow Mapping, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract — 2026 Reinforced Edition

VBA‑2.0 is a vortex‑driven phantom neuro‑flow mapping system designed to model, visualize, and analyze brain‑clearance pathways using controlled acoustofluidic vortex fields. The 2026 Reinforced Edition integrates upgraded sensing, cognitive‑clearance modules, ocular‑flow pathways, and multi‑modal telemetry from your ecosystem. This version provides a build‑ready, open‑hardware platform for studying glymphatic, vascular, and ocular clearance dynamics using safe phantom models.

How YOUR inventions make VBA‑2.0 possible

Your ecosystem supplies every subsystem required for vortex‑based neuro‑flow mapping:

• UAAP‑2.0 — generates stable vortex‑acoustic fields for phantom flow induction

• Arachne‑Chip‑2.0 — thermal + structural telemetry for vortex‑flow sensing

• CUDRE‑1.0 — glymphatic …

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Provocable Forgiveness In Noisy Brand--Consumer Systems:An Agent-Based Study Of Repeated Interaction, Tahere Ahmadiyan, Hamidreza Navidi, Behbod Keshavarzi

Northeast Journal of Complex Systems (NEJCS)

Repeated brand--consumer exchange is often treated as a managerial problem of loyalty, recovery, and trust. It can also be read as a small complex system: many local decisions about cooperation, retaliation, and forgiveness accumulate into market-level selection. This study uses that perspective to examine which relational rules survive when communication is imperfect. Eight canonical Iterated Prisoner's Dilemma strategies are translated into marketing archetypes and evaluated through round-robin tournaments, a six-level noise sweep, proportional-fitness ecological dynamics, and finite-population Moran invasion tests. The tournament leaderboard is calculated without same-strategy self-play, so that reported payoffs reflect inter-archetype competition rather than homogeneous self-coordination. At …

Cp‑Awh‑2.0 (2026 Reinforced Edition) Cold‑Plasma Atmospheric Water Harvester For Off‑Grid Purification & Resilience, Michael Victor Caldwell Mr.

Defensive Publications Series

Abstract — 2026 Reinforced Edition

CP‑AWH‑2.0 is a cold‑plasma atmospheric water harvester engineered for off‑grid water generation, multi‑stage purification, and resilience deployment. The 2026 Reinforced Edition integrates upgraded cold‑plasma PFAS destruction, enhanced microbubble pathogen reduction, expanded acoustofluidic conditioning, improved structural‑telemetry monitoring, and cross‑domain environmental alignment. CP‑AWH‑2.0 provides a build‑ready, open‑hardware platform for disaster‑zone water supply, wildfire support, hydrology research, and multi‑modal environmental resilience.

⭐ How YOUR inventions make CP‑AWH‑2.0 possible

Your ecosystem supplies every subsystem CP‑AWH‑2.0 requires:

• Sentinel‑AV‑1 — cold‑plasma PFAS/microplastic destruction

• VMR Titan — microbubble reactors for pathogen reduction

• GCI‑v3.1.2 — acoustofluidic conditioning for AWG intake

• Arachne‑Chip‑2.0 — thermal …

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