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	<title>conceptual DFT &#8211; Science</title>
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	<title>conceptual DFT &#8211; Science</title>
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		<title>Quantum Calculations Reveal Why a 50-50 Fluoropolymer Mix Makes the Strongest Ferroelectric Plastic</title>
		<link>https://scienmag.com/quantum-calculations-reveal-why-a-50-50-fluoropolymer-mix-makes-the-strongest-ferroelectric-plastic/</link>
		
		<dc:creator><![CDATA[Bethany Barker]]></dc:creator>
		<pubDate>Sat, 03 Oct 2026 20:56:09 +0000</pubDate>
				<category><![CDATA[Chemistry]]></category>
		<category><![CDATA[atomistic modeling of copolymers]]></category>
		<category><![CDATA[beta phase]]></category>
		<category><![CDATA[computational chemistry in polymer research]]></category>
		<category><![CDATA[conceptual DFT]]></category>
		<category><![CDATA[conformational analysis]]></category>
		<category><![CDATA[density functional theory]]></category>
		<category><![CDATA[density functional theory study]]></category>
		<category><![CDATA[dielectric and electronic properties of fluoropolymers]]></category>
		<category><![CDATA[dipole moment]]></category>
		<category><![CDATA[ferroelectric polymer]]></category>
		<category><![CDATA[flexible electronics]]></category>
		<category><![CDATA[flexible ferroelectric sensors]]></category>
		<category><![CDATA[fluoropolymer energy harvesting]]></category>
		<category><![CDATA[HOMO-LUMO gap]]></category>
		<category><![CDATA[molecular structure of ferroelectric plastics]]></category>
		<category><![CDATA[optimal monomer composition in ferroelectric materials]]></category>
		<category><![CDATA[P(VDF-co-TrFE)]]></category>
		<category><![CDATA[P(VDF-co-TrFE) copolymer]]></category>
		<category><![CDATA[piezoelectricity]]></category>
		<category><![CDATA[piezoelectricity in PVDF]]></category>
		<category><![CDATA[poly(vinylidene fluoride)]]></category>
		<category><![CDATA[polymer conformation and reactivity analysis]]></category>
		<category><![CDATA[polymer polarization properties]]></category>
		<category><![CDATA[trifluoroethylene]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=231942</guid>

					<description><![CDATA[A new density functional theory study shows that the ferroelectric copolymer P(VDF-co-TrFE) reaches its maximum single-chain dipole and polarization near 50 mol% trifluoroethylene, while confirming that the extra fluorine atom of TrFE locks the backbone into the all-trans beta phase across the entire composition range.]]></description>
										<content:encoded><![CDATA[<p>A ferroelectric plastic that can harvest energy from a heartbeat, remember data without power, and bend inside a flexible sensor has just been taken apart atom by atom — on a computer. In a comprehensive density functional theory (DFT) study published in Discover Chemistry, a team of researchers led by Irene O. Riwa of the University of Dodoma, Tanzania, has mapped how the structure, conformation, electronic properties and chemical reactivity of the copolymer P(VDF-co-TrFE) change as its composition sweeps from pure poly(vinylidene fluoride) to pure poly(trifluoroethylene). The calculations, performed at the B3LYP/6-311++G(d,p) level of theory, deliver one headline finding with immediate practical resonance: the single-chain dipole moment and the polarization density both peak near 50 mol% trifluoroethylene, pointing to near-alternating sequences of the two monomers as the sweet spot for intramolecular dipole reinforcement.</p>
<p>P(VDF-co-TrFE) is the most technologically important member of the PVDF copolymer family, and the reason lies in a single fluorine atom. Poly(vinylidene fluoride), or PVDF, is famous for its piezoelectricity — a property discovered in mechanically poled films by Heiji Kawai in 1969 — but its most useful crystalline form, the all-trans beta phase, does not form easily from the melt. In the beta phase the carbon backbone adopts a planar zig-zag conformation that points every carbon–fluorine bond dipole to the same side of the chain, producing the largest spontaneous polarization of any known polymer, roughly 0.13 coulombs per square metre. Ordinary PVDF instead crystallizes preferentially into the non-polar alpha phase, whose trans-gauche-trans-gauche-prime conformation cancels those dipoles, forcing manufacturers to stretch or electrically pole their films to convert them.</p>
<p>The trifluoroethylene (TrFE) unit solves this problem chemically. Its extra fluorine substituent adds steric and electrostatic hindrance to gauche conformations, locking the backbone into the all-trans geometry and stabilizing the ferroelectric beta phase directly upon melt crystallization, with no stretching or poling required. The copolymer also undergoes a sharp Curie transition from ferroelectric to paraelectric well below its melting point — a feature absent in neat PVDF — making it an ideal model system for studying ferroelectric switching in organic materials. Thin films of P(VDF-TrFE) now appear in ferroelectric transistors, non-volatile memories, piezoelectric nanogenerators, flexible pressure sensors and photovoltaic devices where the polarization modulates charge transport.</p>
<p>To probe the molecular origins of this behaviour, the team first had to decide how long a chain to simulate. An energy-convergence analysis over oligomers of one to twenty monomer units showed that the energy per monomer stabilizes at about eight repeat units, so an eight-unit oligomer became the standard model for all subsequent calculations. Seven compositions were examined — 0, 12.5, 25, 50, 75, 87.5 and 100 mol% TrFE — spanning the entire composition range. The optimized geometries confirmed in every case the near-planar, all-trans zig-zag backbone that is the structural signature of the beta phase, with fluorine atoms directed predominantly to one side of the chain and hydrogens to the other, so that all the carbon–fluorine bond dipoles reinforce one another perpendicular to the chain axis.</p>
<p>The conformational analysis quantified exactly why TrFE is such an effective beta-phase stabilizer. Scanning the rotational energy of a pure VDF dimer and a VDF-co-TrFE dimer across the full 0–360 degree range of the backbone dihedral angle revealed double-minimum profiles with trans conformations as the global minima in both cases. Crucially, the TrFE-containing dimer did not shift the position of the preferred conformation; instead it raised the energetic penalty for rotating away from it, with the largest differences of roughly one to two kilojoules per mole appearing in the gauche-like regions. The extra fluorine atom therefore increases the effective torsional rigidity of the chain and suppresses gauche defects — the molecular-level origin of TrFE&#8217;s celebrated ability to deliver the ferroelectric phase straight from the melt.</p>
<p>The electronic structure told an equally systematic story. The highest occupied molecular orbital energy fell almost linearly from −9.36 electron-volts at zero TrFE to −10.13 electron-volts at full TrFE, while the lowest unoccupied orbital dropped much more steeply, from +0.65 to −1.77 electron-volts. Because the LUMO falls faster than the HOMO, the HOMO–LUMO gap narrowed progressively from 10.01 electron-volts to 8.35 electron-volts across the series. The orbital isosurfaces showed why: as TrFE content increased, both frontier orbitals became increasingly localized on the TrFE-rich segments, with the LUMO developing a pronounced lobe near the chain terminus — evidence that TrFE units act as the electron-accepting parts of the copolymer. The authors caution that these finite, gas-phase gaps exceed the experimental optical band gap of about five to six electron-volts for beta-phase thin films, as expected for short oligomers lacking inter-chain screening, but the relative trend should persist in the solid.</p>
<p>Conceptual DFT descriptors distilled from those orbital energies painted a consistent reactivity picture. The chemical potential became more negative with rising TrFE content, meaning electronegativity climbed from 4.36 to 5.95 electron-volts, while chemical hardness fell steadily from 5.01 to 4.18 electron-volts and softness rose in parallel. In plain terms, TrFE-rich chains are softer, more electronegative and more electrophilic than VDF-rich chains. The global electrophilicity index more than doubled, from 1.89 to 4.24 electron-volts, with the sharpest rise between 50 and 75 mol% TrFE. From the standpoint of the radical copolymerization mechanism, this means VDF behaves as the relatively electron-donating monomer and TrFE as the electron-accepting one — information that helps rationalize the head-to-head and tail-to-tail sequence defects observed in diffraction studies of real copolymers.</p>
<p>Independent spectroscopic checks supported the structural conclusions. The simulated infrared spectra of all seven compositions showed the intense carbon–fluorine stretching envelope between 1450 and 700 wavenumbers and, tellingly, none displayed the alpha-phase doublet near 615 and 766 wavenumbers that would betray a trans-gauche backbone. The simulated X-ray diffraction patterns were likewise dominated by a single intense reflection near 2-theta of 17–18 degrees, the fingerprint of the overlapping (110)/(200) planes of the orthorhombic beta-phase unit cell, with weaker higher-order reflections whose relative intensities shifted modestly as hydrogen atoms were replaced by the larger fluorine atoms of TrFE.</p>
<p>Perhaps the most striking result was the non-monotonic behaviour of the electric properties. The computed dipole moment rose only slightly from 5.06 debye at zero TrFE, then climbed sharply to 10.10 debye at 25 mol% and reached a maximum of 11.93 debye at 50 mol%, before falling back to 4.86 debye for the pure TrFE chain. The polarization density followed the same pattern, peaking at 20.84 in units of ten-thousand microcoulombs per square metre at equimolar composition. The explanation is geometric: in the pure homopolymers the regular repetition of equivalent units allows partial cancellation of transverse dipole components, whereas near-alternating VDF and TrFE sequences reinforce one another most effectively. The authors are careful to stress that these single-chain values overestimate bulk polarization — the figure at 50 mol% exceeds the experimental remnant polarization of real films because inter-chain depolarizing fields and dipole cancellation in the semicrystalline solid are absent from the model — so only the composition-dependent trend is physically meaningful.</p>
<p>That trend, however, aligns neatly with experiment. Commercial P(VDF-TrFE) copolymers with roughly 20 to 50 mol% TrFE show some of the largest piezoelectric coefficients among PVDF-based materials, and recent work has linked the strongest responses near equimolar composition to a morphotropic-phase-boundary-like competition between the trans-planar and 3/1-helical phases. The dipole maximum found here is therefore a necessary molecular ingredient of, but not a sufficient predictor of, the optimum piezoelectric composition, since crystallinity, domain structure and packing also govern device performance. The team suggests that extending the analysis to periodic crystalline models and direct Berry-phase calculations of the piezoelectric tensor is the natural next step. For now, the study offers materials designers a coherent, atomistic rule of thumb: if you want the strongest ferroelectric fluoropolymer, aim for chains where vinylidene fluoride and trifluoroethylene alternate almost one for one.</p>
<p><strong>Subject of Research:</strong> Density functional theory study of the structure, conformation, reactivity and electronic properties of the ferroelectric copolymer β-P(VDF-co-TrFE)</p>
<p><strong>Article Title:</strong> DFT study of the structure, conformation, reactivity and electronic properties of β-P(VDF-co-TrFE) copolymer</p>
<p><strong>Article References:</strong> DFT study of the structure, conformation, reactivity and electronic properties of β-P(VDF-co-TrFE) copolymer. (n.d.). <a href="https://doi.org/10.1007/s44371-026-00972-3" rel="noopener noreferrer">https://doi.org/10.1007/s44371-026-00972-3</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1007/s44371-026-00972-3" rel="noopener noreferrer">10.1007/s44371-026-00972-3</a></p>
<p><strong>Keywords:</strong> P(VDF-co-TrFE), ferroelectric polymer, density functional theory, beta phase, piezoelectricity, HOMO-LUMO gap, conceptual DFT, conformational analysis, trifluoroethylene, poly(vinylidene fluoride), dipole moment, flexible electronics</p>
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		<post-id xmlns="com-wordpress:feed-additions:1">231942</post-id>	</item>
		<item>
		<title>Rhenium-Palladium Nanoalloy Clusters Reveal Magic Stability and Solar Promise in New Quantum Study</title>
		<link>https://scienmag.com/rhenium-palladium-nanoalloy-clusters-reveal-magic-stability-and-solar-promise-in-new-quantum-study/</link>
		
		<dc:creator><![CDATA[Katie Riggs]]></dc:creator>
		<pubDate>Thu, 24 Sep 2026 02:05:52 +0000</pubDate>
				<category><![CDATA[Technology and Engineering]]></category>
		<category><![CDATA[atom-by-atom nanocluster behavior]]></category>
		<category><![CDATA[bimetallic catalysts]]></category>
		<category><![CDATA[bimetallic nanoalloys]]></category>
		<category><![CDATA[catalytic properties of Re-Pd clusters]]></category>
		<category><![CDATA[Chemical hardness]]></category>
		<category><![CDATA[computational modeling of nanoalloys]]></category>
		<category><![CDATA[conceptual DFT]]></category>
		<category><![CDATA[density functional theory]]></category>
		<category><![CDATA[density functional theory in nanomaterials]]></category>
		<category><![CDATA[HOMO-LUMO gap]]></category>
		<category><![CDATA[magic number]]></category>
		<category><![CDATA[nanoalloy clusters]]></category>
		<category><![CDATA[nanoclusters in solar energy applications]]></category>
		<category><![CDATA[nanodevices]]></category>
		<category><![CDATA[nanoscience]]></category>
		<category><![CDATA[optical and magnetic properties of bimetallic nanoparticles]]></category>
		<category><![CDATA[palladium]]></category>
		<category><![CDATA[potential use in nanodevices and solar cells]]></category>
		<category><![CDATA[quantum stability of metal clusters]]></category>
		<category><![CDATA[refractive index]]></category>
		<category><![CDATA[rhenium]]></category>
		<category><![CDATA[Rhenium-palladium nanoalloy clusters]]></category>
		<category><![CDATA[solar cells]]></category>
		<category><![CDATA[stability of small metal clusters]]></category>
		<guid isPermaLink="false">https://scienmag.com/?p=212102</guid>

					<description><![CDATA[A new density functional theory study identifies a magic-number five-atom rhenium-palladium cluster with exceptional stability and suggests the nanoalloys could serve in solar cells and nonlinear optical devices.]]></description>
										<content:encoded><![CDATA[<p>A team of computational chemists in India has mapped, atom by atom, the behavior of one of the least explored partnerships in nanoscience: rhenium and palladium, two metals that individually power jet engines and catalytic converters, fused into clusters just a few atoms wide. In a study published in the Journal of Nanoparticle Research, Vinita Rohlan, Prabhat Ranjan, Praveen Kumar Surolia and Tanmoy Chakraborty report a comprehensive density functional theory investigation of bimetallic [RePd]Z nanoalloy clusters, where Z ranges from one to eight atoms, in neutral, cationic and anionic charge states. Their findings point to specific cluster sizes with exceptional stability and suggest that these tiny metal assemblies could one day serve as functional components in solar cells, nonlinear optical devices and the molecular-scale building blocks of future nanodevices.</p>
<p>The appeal of bimetallic nanoalloy clusters lies in a simple but powerful idea: when two different metals are mixed at the nanoscale, the resulting material often displays catalytic, optoelectronic and magnetic properties that neither metal exhibits alone. Rhenium-palladium systems are particularly intriguing because Re-Pd combinations have already proven their worth in macroscopic catalysis, from hydrocarbon reforming and selective hydrogenation to the reduction of perchlorate contaminants in water. Yet the fundamental physics of the smallest possible Re-Pd particles, clusters containing only a handful of atoms, had remained largely uncharted. Understanding these sub-nanometer building blocks matters because, at that scale, every additional atom can dramatically reshape the electronic structure, and therefore the reactivity and optical behavior, of the entire particle.</p>
<p>To explore this regime, the researchers turned to the Gaussian 16 quantum chemistry package, optimizing the geometry of each cluster using the B3PW91 hybrid functional paired with the LANL2DZ basis set, a combination well suited to transition metals because it employs effective core potentials to treat the dense inner electrons of heavy elements like rhenium efficiently. For every cluster size and charge state, the team searched for the lowest-energy structure among competing geometric isomers, then calculated a battery of stability and electronic descriptors: binding energies, the second-order energy difference known as Δ2E, HOMO-LUMO gaps, vertical ionization potentials, chemical hardness, electronegativity, and a suite of optical and thermochemical parameters derived from the framework of conceptual density functional theory, or CDFT.</p>
<p>The stability analysis produced one of the study&#8217;s headline results. Binding energy generally increases as clusters grow larger, a trend that holds across the series except at Z = 4, where the energy landscape dips in a way that signals a locally less favorable arrangement. More strikingly, the second-order energy difference, a sensitive indicator of relative stability, peaks at [RePd]5, marking a five-atom cluster as the magic number of the series. The concept of magic numbers, borrowed from nuclear physics and famously applied to metal clusters since the 1980s, refers to sizes at which electrons close a shell or geometry locks into an especially stable configuration, making those clusters disproportionately abundant and durable. A magic Re-Pd cluster is therefore a natural candidate for experimental synthesis, since it should resist fragmentation and aggregation better than its neighbors.</p>
<p>Charge turned out to be a powerful tuning knob. The HOMO-LUMO gap, the energy interval between the highest occupied and lowest unoccupied molecular orbitals that governs a material&#8217;s electronic and optical response, fluctuated between 0.978 and 1.552 electronvolts for the neutral clusters. For the cationic species the range widened to 0.564 to 2.033 electronvolts, while the anionic clusters showed gaps spanning from a negative value of −0.769 up to 1.119 electronvolts, a signature of unusual frontier-orbital ordering in the negatively charged species. Among the neutral clusters, the largest gap appeared at Z = 4 and the smallest at Z = 6, meaning the four-atom cluster is the most chemically hard and electronically inert of the series while the six-atom cluster is the softest and most reactive. This kind of gap engineering by size and charge is precisely what makes small clusters attractive as tunable components rather than fixed materials.</p>
<p>The conceptual DFT descriptors reinforced that picture. The four-atom [RePd] cluster stood out again, exhibiting the largest vertical ionization potential, the highest chemical hardness and the greatest electronegativity of the neutral series, all consistent with its wide HOMO-LUMO gap. In the language of Pearson&#8217;s hard-soft acid-base principle, a hard cluster resists electron transfer and tends toward high kinetic stability, whereas soft clusters with narrow gaps are more polarizable and more chemically engaged. For device designers, that dichotomy is useful: hard clusters promise robustness, while soft clusters promise reactivity and strong optical response, and the Re-Pd family offers both depending on the chosen size and charge state.</p>
<p>Optical properties added another layer of design freedom. The team found a direct correlation between the HOMO-LUMO gap and the optical electronegativity of the clusters, but an inverse relationship between the gap and the refractive index, echoing classical semiconductor relations of the kind described by Moss and later refined by Ravindra and others. Because the refractive index determines how light propagates through and interacts with a material, and the gap determines which photon energies can be absorbed, the ability to dial both quantities by simply adding or removing atoms gives these clusters a versatility that bulk alloys cannot match. Thermochemical parameters, meanwhile, increased monotonically with cluster size, indicating that heat capacity and related thermal quantities scale predictably as the nanoalloy grows, an important consideration for any practical deployment where temperature stability matters.</p>
<p>What makes the study more than a catalog of numbers is its connection to real applications. The authors suggest that bimetallic [RePd] nanoalloy clusters may be suitable for solar cells, nonlinear optical systems and as building blocks for nanodevices. The logic is straightforward: a cluster whose gap falls in a useful spectral range and whose polarizability can be tuned by charge is a plausible light-harvesting or frequency-conversion unit, while the demonstrated stability of the magic five-atom cluster addresses the durability problem that plagues many nanoscale materials. The work also builds on a growing literature showing that rhenium-containing nanomaterials, including degradable PEGylated rhenium nanoclusters explored for photothermal cancer therapy, can be both functional and biologically compatible, and that Re-Pd catalysts already occupy a respected place in environmental and industrial chemistry.</p>
<p>The study arrives amid a broader shift in how new materials are discovered. Rather than synthesizing and screening thousands of candidates experimentally, researchers increasingly use first-principles computation to predict which compositions and sizes deserve laboratory attention, an approach championed in high-throughput catalyst screening since the mid-2000s. By identifying magic-number stability, quantifying charge-dependent electronic gaps and linking optical descriptors to device-relevant properties, the Indian team has effectively handed experimentalists a shortlist: if you want a stable Re-Pd nanoalloy, start with five atoms; if you want maximum electronic rigidity, build four; if you want maximum reactivity and optical softness, go to six. The gap between a density functional theory prediction and a working solar cell remains wide, and the authors are careful to frame their results as theoretical insights rather than demonstrated devices. But as the cost of computing continues to fall and synthesis techniques for size-selected clusters mature, studies like this one are becoming the blueprint from which the next generation of nanomaterials is drawn, one precisely counted atom at a time.</p>
<p><strong>Subject of Research:</strong> Density functional theory study of neutral, cationic and anionic rhenium-palladium bimetallic nanoalloy clusters</p>
<p><strong>Article Title:</strong> Theoretical insights of neutral, cationic and anionic [RePd]Z [Z = 1–8] nanoalloy clusters through CDFT approach</p>
<p><strong>Article References:</strong> Theoretical insights of neutral, cationic and anionic [RePd]Z [Z = 1–8] nanoalloy clusters through CDFT approach. (n.d.). <a href="https://doi.org/10.1007/s11051-026-06757-0" rel="noopener noreferrer">https://doi.org/10.1007/s11051-026-06757-0</a></p>
<p><strong>Image Credits:</strong> AI Generated</p>
<p><strong>DOI:</strong> <a href="https://doi.org/10.1007/s11051-026-06757-0" rel="noopener noreferrer">10.1007/s11051-026-06757-0</a></p>
<p><strong>Keywords:</strong> nanoalloy clusters, rhenium, palladium, density functional theory, conceptual DFT, HOMO-LUMO gap, magic number, chemical hardness, refractive index, solar cells, nanodevices, bimetallic catalysts</p>
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