Singapore

MATERIALS FOR HUMANITY (MH 21)

Electrospray of plant based hydrogel microbeads for lab-based meat culture

### Welcome to CogSci Conference 2025!

The 47th Annual Meeting of the Cognitive Science Society was a hybrid meeting held in San Francisco. 

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#### About

The Cognitive Science Society brings together researchers from around the world who hold a common goal: understanding the nature of the human mind. The mission of the Society is to promote Cognitive Science as a discipline, and to foster scientific interchange among researchers in various areas of study, including Artificial Intelligence, Linguistics, Anthropology, Psychology, Neuroscience, Philosophy, and Education.

The Society is a non-profit professional organization and its activities include sponsoring an annual conference and publishing the journals Cognitive Science and TopiCS.

#### Our History 

* **Society Creation**<br>
The Society was incorporated as a 501(c)(3) non-profit professional organization in Massachusetts in 1979. The organizing committee included Roger Schank, Allan Collins, Donald Norman, and a number of other scholars from psychology, linguistics, computer science, and philosophy. 
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* **Conference Creation**<br>
The first conference on cognitive science was held at La Jolla, California in August, 1979, and has occurred annually since then. The proceedings of each conference are published, and those from most years are available through Lawrence Erlbaum Associates, Inc. The annual proceedings of the Cognitive Science Conference represent a major source of information on new work and new ideas in the scientific study of thinking. In 1990, the Society, with help from an anonymous donor, established the David Marr Prize for the best student paper at each annual meeting.
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* **Journal Creation**<br>
The Journal, Cognitive Science, began publication in 1976, and is now published by Wiley-Blackwell. The Executive Editor is currently Richard P. Cooper of Birkbeck, University of London, and there are 18 Associate Editors and a 30-member editorial board. It serves as the premier outlet for research reports that intersect two or more disciplines. Copyrights for articles published in the journal are held by the Society. The Governing Board of the Cognitive Science Society voted in late 2006 to found a new journal, Topics in Cognitive Science (topiCS). The Editor in Chief is Wayne Gray, Cognitive Science Department, Rensselaer Polytechnic Institute. The journal seeks to fill a niche not occupied by Cognitive Science Journal or other cognitive science journals. Membership in the Society includes a subscription to Cognitive Science and TopiCS. Copyrights for articles published in the journal are held by the Society.
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#### Code of Conduct

By attending the CogSci 2025 Conference, you are required to adhere to the society’s **[Code of Conduct](https://drive.google.com/file/d/1ChPuihLy6jE_BWqfO7J2KKgX35JW2zsM/view?usp=sharing)**.
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CogSci 2025

The 47th Annual Meeting of the Cognitive Science Society presents the latest research across cognitive science and highlights the theme of Cognition in Context.

technical paper

**Please view our Welcome to MH21 video.**

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**Walkthrough Video**

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	 <font color="#5eb1bf"  size="6"><b>Organized by</font>
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	 <font color="#5eb1bf"  size="6"><b>In association with</font>
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<p align="center"><a href="http://www.ntu.edu.sg/">
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		<a href="https://www.a-star.edu.sg/">
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	 <font color="#5eb1bf"  size="6"><b>Supported by</font>
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To access the MH 21 Conference, [please register](https://mh21.mrs.org.sg/event/da3f9651-429f-4763-81b2-ebd7311b6bc8/websitePage:206f7605-1731-41f9-8421-56d3890f398f)

MH 21 is arranged around 6 themes that focus attention on pressing needs that should be addressed to enhance the well-being of communities and provide a forum for presenting breakthrough discoveries.

Polluted sea water is a common problem in coastal cities, but its decontamination remains a big challenge due to the existence of salt ions, which may invalidate many prevailing treatment methods originally developed for waste fresh water. This work presents the first attempt to decontaminate the polluted sea water by synergizing two separate processes: photocatalysis and ozonation (see Figure 1). For low cost and human safety, the ozone concentration is kept to be < 60 ppm in the pumping gas (0.026 ppm in solution). Mechanism studies and experimental comparisons show that the photocatalysis, the ozonation and the photocatalytic ozonation (PCO) all have lower efficiencies in sea water than that in fresh water, and the PCO is always more efficient than only the photocatalysis or only the ozonation. More specifically, the PCO has a reaction rate constant about 23 times higher than only the ozonation. In addition, the sea water shows a positive synergistic effect of photocatalysis and ozonation and reaches the maximum when the pumping gas has an ozone concentration of 50 ppm in gas. In contrast, the fresh water shows a negative synergistic effect. Mechanism study using experiments infers that the dissolved ozone can enhance and stabilize the photocurrent by rapidly scavenging the photoelectrons. This work may pave the way to practical applications of sea water decontamination with high efficiency and low cost.

This work is supported by Research Grants Council (RGC) of Hong Kong (152184/15E, 152127/17E, 152126/18E, 152219/19E and 152156/20E), the National Natural Science Foundation of China (Project No. N_PolyU511/20) and The Hong Kong Polytechnic University (1-ZE14 and 1-ZVGH).

Decontamination of polluted seawater using photocatalytic ozonation

Development of highly-efficient and cost-effective water treatment techniques is critical to tackle global water crisis and membrane processes are promising among state-of-the-art water treatment technologies. We recently developed a few novel carbon-based electro-active filter technologies that could not only physically adsorb, but also electrochemically oxidize various refractory chemical contaminants. The efficacy and efficiency towards organic compounds electrooxidation were examined by several commonly detected organic pollutants (e.g. antibiotic tetracycline, refractory dyes and phenols). The filter materials we are currently working on include graphene, carbon nanotubes and other conductive nanofibers. The energy consumption per volume for our electroc-active filters were calculated to be only <0.1 kW·hr/m3, which is better than other recently developed electrochemical systems, as well as other advance oxidation processes for water purification. 
In this presentation, we will share some of our recent experimental results that exemplified the advantages of contaminants removal using filters constructed with various nanomaterials integrated with a novel electrochemical approach in a flow-through system. The overall findings demonstrate that this integrated strategy is attractive and useful for both waste water treatment and drinking water purification.

Engineering Functional Electro-Active Filter toward Environmental Remediation

This presentation will cover Cr(VI) and methyl orange dye (MO) removal from wastewater by adsorption on biochar-derived porous carbon adsorbents. The first work presents a strategy for modifying carbon surfaces by doping both N and P functional groups for enhanced Cr(VI) adsorption from aqueous solutions. This talk will focus on Layered double hydroxides (LDHs) decorated porous carbons for simultaneous Cr(VI) and MO removal. Layered double hydroxides (LDHs) are currently attracting intense research interests as pollutant removing adsorbents due to their low cost, non-toxic, structure amenability, and anion exchange capability. Herein, 3-dimensional flower-like Ni/Al LDH was prepared to decorate H3PO4 activated biomass-derived porous carbons (PAB) via a facile and green hydrothermal method. The as-synthesized nanocomposites (Ni/Al@PAB) displayed favorable removal performance towards both Cr(VI) and MO from aqueous solution due to the inherited excellent Cr(VI) removal ability from PAB and MO removal ability from Ni/Al LDH. In a single-component removal system, the maximum adsorption capacity of 271.5 and 412.8 mg/g for Cr(VI) and MO were achieved on Ni/Al@PAB, respectively. Remarkably, the removal capacity of Cr(VI) and MO both increased in the Cr(VI)single bond MO binary system due to the synergistic effect including, (i) additional adsorption sites of N-containing groups from MO, (ii) electrostatic interactions by the reduced Cr(III), and (iii) mutual thermal compensation in the binary system. This work paved the way for designing novel LDHs-decorated porous carbon adsorbents and revealed that the acicular Ni/Al LDH decorated PAB could be applied as an efficient and simultaneous adsorbent for coexisting toxic pollutants situations.

Simultaneous and efficient removal of Cr(VI) and methyl orange on layered double hydroxides decorated porous carbons

Energy and Materials Research to Find Solutions for the Dual Challenge

Membranes used in water reuse and pollution control applications are often exposed to feed solution species (e.g., proteins, polysaccharides, humic materials) that adsorb or otherwise accumulate during the filtration run, and thus can cause fouling. This has many consequences, including increased energy usage, a need for more frequent cleaning, and shortened membrane life. Here we examine novel and feed-specific hydrophilic coatings to mitigate the effects of fouling with the goal of reducing fouling resistance and energy consumption.
The coatings examined here are based on dopamine (DA), a biomimetic self-polymerizing hydrophilic material. They include DA, dopamine blended with 2-(dimethylamino)ethyl methacrylate (DAEMA) and DAEMA polymer (PDAEMA), and a novel coating using the dopamine analog norepinephrine.
The coatings containing DAEMA or PDAEMA offered anti-microbial activity, whereas the norepinephrine coatings provided very smooth hydrophilic surfaces that resisted fouling at low coating amounts, thus reducing coating resistance. These coatings were applied to commercially available 30 kDa poly(ether sulfone) membranes using a batch dip-coating method for a range of reaction times up to 3 h. 
Membranes were tested in bench-scale filtration tests using a dead-end system with mixing. Measurements included mass of permeate as a function of time, temperature, and solute concentration. From these we calculated solution flux, resistance, and energy consumption. Membranes were characterized using contact angle, atomic force microscopy (AFM), attenuated total reflectance Fourier transform infrared spectroscopy (FTIR), x-ray photoelectron spectroscopy (XPS), and scanning electron microscopy (SEM). The coatings enhanced anti-fouling properties against model foulants (BSA, SA, and SRNOM), and two treated municipal wastewaters. The modified membranes exhibited less energy consumption and lower fouling resistance as compared to as-received membranes.

Hydrophilic coatings for water reuse and pollution control applications

Different green technologies have been investigated in our research group in the last two decades to produce clean energy and more efficient thermal systems with the purpose to reduce the emissions of pollutants. Simulations, experiments and thermal analysis have been performed to develop and improve the efficiency of Parabolic Trough Collectors (PTC). In this type of collectors, solar radiation reflected in a parabolic surface is concentrated to heat a fluid that circulates in an absorber receiver. One of the strategies to enhance the heat transfer of the PTCs is the application of nanofluids as a working fluid. These nanofluids are produced by dispersing nanoparticles in a fluid base with the purpose to increase their thermal properties. Nanofluids with nanoparticles of Al2O3, TiO2 and graphene dispersed in water and oil have been developed and characterized by our group. These nanofluids have been experimentally tested in a PTC for real operating conditions. We have also developed a hybrid PTC with photovoltaic cells in the receiver with the objective to generate simultaneously thermal and electrical energy. The technical and economic feasibility of a plant of hybrid PTCs to satisfy part of the demand of heat and electrical energy of the industry and the building sector have been investigated for different applications, climates and economic scenarios. 
In order to reduce the energy consumption of the buildings, the application of phase change materials (PCM) in components of the envelope, such as the roof and the walls, has been studied. The purpose of these PCMs is to reduce the heat gains of the buildings and delay the maximum peak loads because the thermal energy that is transfer through the envelope of the building is used to melt the material of the PCM. Experimental and simulations results performed in different types of buildings and climates are discussed. 
Finally, it is presented a computational platform (http://www.tecsb.com) developed by our group that use satellite information of solar radiation and available roof surface of a metropolitan area to predict the solar potential for generation of electrical and thermal energy with different solar collectors technology and to estimate the reduction of energy consumption in the building due to the application of different passive technologies such as PCM, reflective paintings and insulator materials. The program has the capability to provide an estimation of the reduction of CO2 emissions due to the use of these renewable and green technologies instead of technologies that burn fossil fuels.


Applications of parabolic solar collectors, nanofluids and phase change materials to reduce pollutant emissions

Conventionally, mechanical-recycled plastics have been irreversibly deteriorated in mechanical properties due to chemical degradation accompanied by molecular chain breakage, and it has been said that they can be applied to almost one-time downgrade recycling. On the other hand, we have found that the main cause of this deterioration of mechanical properties is physical degradation due to structural deformation inside of the plastic, and it is possible to improve the mechanical properties by using self resilience ability of plastic. Furthermore, it has been clarified that the mechanical properties can be improved efficiently by using a newly designed extruder with a molten resin reservoir used when repelling waste plastic.

Self Resilience ability of Waste Plastics

Dimaleimide-substituted tetraphenylethene (TPE-2MI), which is non-emissive due to photo-induced electron transfer (PET) between maleimide (MI) and tetraphenylethene (TPE) groups, was synthesized and used to cross-link random copolymers of methyl, decyl, or lauryl methacrylate with furfuryl methacrylate. The mixture of the copolymers and TPE-2MI in DMF showed reversible fluorescence with “turn on/off” behavior depending on the Diels–Alder (DA)/retro-DA temperature adjustable process. At high temperatures, the retro-DA reaction dominates, and the fluorescence is quenched by PET mechanism. In contrast, at low temperatures, the emission recovers as the DA reaction takes over. A transparent PMFM/TPE-2MI polymer film was prepared to show an accurate response to the external temperature with tunable fluorescent “turn on/off” behavior. This study proposes possible applications in areas such as information security and transmission.

Diels–Alder Polymer Networks with Temperature-Reversible Cross-Linking-Induced Emission

Hydroxyapatite (HA) is a calcium phosphate bioreactive and biocompatible material which is an essential element for bone regeneration in human and animal bodies. HA can be found abundant in bones and shells of aquatic animals. The extraction or recovery of HA from aquatic species play an important role in future biomedical applications such as drug delivery, implant coatings, scaffolds for bone grafts, etc. [1]. Therefore, in our study, a wet chemical method was utilized for extraction of HA from bones of different types of seafood wastes (Oreochromis spp, Channa striata, Thunnus albacares, Notopterus notopterus, Salmo salar, Pangasius krempfi). The extracted HA powders were characterized by different characterization methods such as FTIR, XRD, Optical microscope and ICP-MS. Their bioactivity was also evaluated by the immersion of HA powders in stimulated body fluids. The results showed that the extracted HA powders from bones of Channa striata species had the best biocompability and be a good candidate material for bone regeneration, particularly when they existed at a nano-scaled size.

Recovery of Hydroxyapatite From Bones of Seafood Wastes and Its Bioactivity Evaluation

The increasing contamination of organic micropollutants in environmental and biological systems is one of the serious issues faced by humanity. The potentially harmful effects of organic micropollutants (pesticides, pharmaceuticals, and dyes) on human health and aquatic ecosystems have raised worldwide concerns. The releasing of organic micropollutants to freshwater causes serious health hazards because most of them are mutagenic or carcinogenic in nature. Comparing with absorbents, membrane technology possesses merits of high separation performance, low energy consumption, mild operation temperature, cost efficiency, and no cross-contamination, etc.
Here, we propose 2D covalent organic framework (COF) membranes for molecular separation. Azobenzene derivatives act as linkers, which can be photo-switched between trans- and cis-isomers by irradiation under ultraviolet (UV) or visible light. The resultant smart COF membrane has nanopores that can be switched between On- (big pores) and Off-state (small pores) valves for molecular separation. The COF membranes were tested in different organic solvents and exhibit permeances as high as 56.7 L m-2 h-1 bar-1, in the following order: acetonitrile > acetone > methanol > ethanol > isopropanol > DMF. Interestingly, the smart cis-COF membranes with Off-state valves under UV show higher rejection for dye molecules than the trans-COF analogue with On-state valves. Different from the traditional membranes with immutable pore channels, the pore size of COF membranes can be remotely tuned by controlling the trans-to-cis isomerization of azobenzene via UV/Vis light, therefore, the permeance and separation factor can be adjusted as needed.
The ingenious design strategy endows traditional membranes with new fascination and opens up new perspectives for separation science and technology. The development of COF based smart membranes with a periodic honeycomb lattice could be a promising solution for a wide variety of separations such as catalyst and solvent recycle, wastewater treatment (organic micropollutant or heavy metal removal), valuable drug purification from organic solvents in pharmaceutical industry (vitamin or antibiotic refinement), oil extraction and purification in food industry, and other challenging separations (hemodialysis or chiral pharmacology separation).

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