Browsing by Author "Wang, Xiaoqian"

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    Bayesian-optimization-assisted discovery of stereoselective aluminum complexes for ring-opening polymerization of racemic lactide
    Wang, Xiaoqian; Huang, Yang; Xie, Xiaoyu; Liu, Yan; Huo, Ziyu; Lin, Maverick; Xin, Hongliang; Tong, Rong (Nature Research, 2023-06-20)
    Stereoselective ring-opening polymerization catalysts are used to produce degradable stereoregular poly(lactic acids) with thermal and mechanical properties that are superior to those of atactic polymers. However, the process of discovering highly stereoselective catalysts is still largely empirical.We aim to develop an integrated computational and experimental framework for efficient, predictive catalyst selection and optimization. As a proof of principle, we have developed a Bayesian optimization workflow on a subset of literature results for stereoselective lactide ring-opening polymerization, and using the algorithm, we identify multiple new Al complexes that catalyze either isoselective or heteroselective polymerization. In addition, feature attribution analysis uncovers mechanistically meaningful ligand descriptors, such as percent buried volume (%Vbur) and the highest occupied molecular orbital energy (Eₕₒₘₒ), that can access quantitative and predictivemodels for catalyst development.
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    Photocatalyst-independent photoredox ring-opening polymerization of O-carboxyanhydrides: stereocontrol and mechanism
    Zhong, Yongliang; Feng, Quanyou; Wang, Xiaoqian; Yang, Lei; Korovich, Andrew G.; Madsen, Louis A.; Tong, Rong (2021-03-14)
    Photoredox ring-opening polymerization of O-carboxyanhydrides allows for the synthesis of polyesters with precisely controlled molecular weights, molecular weight distributions, and tacticities. While powerful, obviating the use of precious metal-based photocatalysts would be attractive from the perspective of simplifying the protocol. Herein, we report the Co and Zn catalysts that are activated by external light to mediate efficient ring-opening polymerization of O-carboxyanhydrides, without the use of exogenous precious metal-based photocatalysts. Our methods allow for the synthesis of isotactic polyesters with high molecular weights (>200 kDa) and narrow molecular weight distributions (M-w/M-n < 1.1). Mechanistic studies indicate that light activates the oxidative status of a Co-III intermediate that is generated from the regioselective ring-opening of the O-carboxyanhydride. We also demonstrate that the use of Zn or Hf complexes together with Co can allow for stereoselective photoredox ring-opening polymerizations of multiple racemic O-carboxyanhydrides to synthesize syndiotactic and stereoblock copolymers, which vary widely in their glass transition temperatures.
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    Synthesis of Functionalized Sustainable Polyesters via Controlled Ring-opening Polymerization of O-carboxyanhydrides
    Wang, Xiaoqian (Virginia Tech, 2023-01-05)
    Despite the degradability and biocompatibility of poly(α-hydroxy acids), their utility remains limited because their thermal and mechanical properties are inferior to those of commodity polyolefins, which can be attributed to the lack of side-chain functionality on the polyester backbone. Attempts to synthesize high-molecular-weight functionalized poly(α-hydroxy acids) from O-carboxyanhydrides have been hampered by scalability problems arising from the need for an external energy source such as light or electricity. Herein, an operationally simple, scalable method for synthesizing stereoregular, high-molecular-weight (>200 kDa) functionalized polyesters have been developed by means of controlled ring-opening polymerization of O-carboxyanhydrides mediated by a highly redox reactive manganese complex and a zinc-alkoxide. Mechanistic studies indicated that the ring-opening process proceeded via the Mn-mediated decarboxylation with alkoxy radical formation (Chapter 2). In addition to the polymerization, a two-step facile chemical recycling strategy for poly(α-hydroxy acids) was developed to achieve closed-loop life cycles (Chapter 3). Moreover, this synthetic strategy is not limited to preparing homopolymers and block copolymers but also to producing stereoblock and gradient copolymers (Chapter 4). In particular, the gradient copolymers exhibited better ductility and toughness than their corresponding homopolymers and block copolymers, highlighting the potential feasibility of functionalized polyesters as strong and resilient polymeric materials (Chapter 5). Next, an atom-economical, scalable method for block copolymerization of O-carboxyanhydrides and epoxides to prepare functionalized poly(ester-b-carbonates) with high molecular weights (>200 kDa) was identified, that uses a single Lewis acidic zinc complex at room temperature in the absence of pressurized CO2 (Chapter 6). Kinetic studies showed that the first stage of the process, ring-opening polymerization of the O-carboxyanhydrides, exhibited zero-order kinetics, suggesting that the polymerization rate was independent of monomer concentration, thus allowing for a sharp switch in mechanism without a tapering effect (Chapter 7). The obtained poly(ester-b-carbonates) showed better toughness than their corresponding homopolymers and outperformed some commodity polyolefins (Chapter 8). Exploring this new chemical space of poly(ester-b-carbonates) via stereosequence-controlled synthetic methods would be a critical step toward improving this promising class of functionalized sustainable polymers (Chapter 9).